pois_vcm.RdThis function estimates the time-varying coefficient models for a Poisson response variable.
pois_vcm( formula, data, time, id = NULL, ngrids = 200, grid_points = NULL, bandwidth = NULL, kernel = "epanechnikov", se = FALSE, alpha = 0.05, nboot = 1000 )
| formula | A formula class object. Provides information about the names of the response and predictor variables. |
|---|---|
| data | A data frame containing the variables needed for the function. |
| time | The name of the variable indicating the time points for each observation. |
| id | The name of the variable to group observations. Necessary when dealing with repeated measurements such as longitudinal data. |
| ngrids | When specified, a vector of size ngrid is created for the varying-coefficient values. The default value is 200. The vector is creates using the maximum and minimum from the provided time points. |
| grid_points | A vector indicating the grid points to estimate the varying coefficient values. When specified, ngrid is ignored. |
| bandwidth | A numeric value indicating the bandwidth. Default is the tenth of the range of the time points. |
| kernel | The name of the kernel function used to estimate the varying-coefficient values. Default is Epanechnikov. |
| se | If set TRUE, a bootstrap method is applied to estimate the standard errors and percentiles. |
| alpha | A value indicating the significance level for the percentiles. |
| nboot | A number indicating how many boot samples to construct. |
pois_vcm returns a list containing the estimated varying coefficients
estimates: A list containing two matrices:
est: a matrix for the estimates, each row represents the estimate of the varying coefficient
deriv: a matrix for the first derivative, each row represents the derivative of the varying coefficient
bootstrap_results: If specified, a list containing the elements below
boot_se: A list containing two matrices for the standard errors:
est: a matrix for the estimates, each row represents the estimate of the varying coefficient
deriv: a matrix for the first derivative, each row represents the derivative of the varying coefficient
boot_lower: A list containing two matrices for the lower percentiles:
est: a matrix for the estimates, each row represents the estimate of the varying coefficient
deriv: a matrix for the first derivative, each row represents the derivative of the varying coefficient
boot_upper:A list containing two matrices for the upper percentiles:
est: a matrix for the estimates, each row represents the estimate of the varying coefficient
deriv: a matrix for the first derivative, each row represents the derivative of the varying coefficient
boot_samples: An array containing the bootstrap samples
time_points: The time points used for the estimates
Isaac Quintanilla Salinas
pois_vcm(formula = Y~x1+x2, data = pois_data, time = time, id = id, se = TRUE, nboot = 100)#> $estimates #> $estimates$estimates #> 0 0.01 0.01 0.02 0.02 0.03 #> (Intercept) -0.9207013 -0.8952412 -0.8692896 -0.8429727 -0.8164019 -0.7897527 #> x1 0.2333105 0.2429919 0.2498665 0.2553678 0.2598638 0.2635986 #> x2 -2.0021106 -1.9884124 -1.9732235 -1.9570405 -1.9401526 -1.9232393 #> 0.03 0.04 0.04 0.05 0.05 0.06 #> (Intercept) -0.7651462 -0.7396209 -0.7132948 -0.6867996 -0.6602198 -0.6335989 #> x1 0.2667665 0.2692886 0.2712795 0.2730277 0.2746031 0.2760408 #> x2 -1.9109966 -1.8867198 -1.8572178 -1.8253394 -1.7919096 -1.7573522 #> 0.06 0.07 0.07 0.08 0.08 0.09 #> (Intercept) -0.6069584 -0.5803121 -0.5548606 -0.5280488 -0.5003390 -0.4722573 #> x1 0.2773576 0.2785596 0.2825782 0.2860211 0.2896188 0.2933344 #> x2 -1.7218878 -1.6856360 -1.6484183 -1.6107847 -1.5712130 -1.5310398 #> 0.09 0.1 0.1 0.11 0.11 0.12 #> (Intercept) -0.4439029 -0.4152636 -0.3861692 -0.3564631 -0.3272976 -0.3000013 #> x1 0.2971001 0.3008716 0.3044758 0.3072673 0.3108803 0.3152355 #> x2 -1.4907976 -1.4509294 -1.4104551 -1.3563159 -1.2993231 -1.2426795 #> 0.12 0.13 0.13 0.14 0.14 0.15 #> (Intercept) -0.2730993 -0.2461940 -0.2192801 -0.1922986 -0.1651564 -0.1397271 #> x1 0.3196295 0.3239846 0.3282675 0.3323996 0.3362576 0.3444525 #> x2 -1.1879973 -1.1339632 -1.0803176 -1.0269343 -0.9737679 -0.9193270 #> 0.15 0.16 0.16 0.17 0.17 #> (Intercept) -0.1144850 -0.0903144 -0.06730346 -0.04414798 -0.02100083 #> x1 0.3546665 0.3661520 0.37431654 0.38215648 0.38963886 #> x2 -0.8600917 -0.7969225 -0.74854737 -0.70160817 -0.65628324 #> 0.18 0.18 0.19 0.19 0.2 #> (Intercept) 0.002148046 0.02533107 0.04823286 0.07071556 0.08621034 #> x1 0.396913508 0.40403575 0.41064985 0.41681714 0.42495716 #> x2 -0.611834204 -0.56790365 -0.52875043 -0.49400589 -0.45428716 #> 0.2 0.21 0.21 0.22 0.22 0.23 #> (Intercept) 0.1024290 0.1192848 0.1365675 0.1542546 0.1724966 0.1901049 #> x1 0.4305528 0.4358626 0.4408968 0.4457532 0.4504782 0.4547497 #> x2 -0.4290553 -0.4053422 -0.3829500 -0.3614200 -0.3404261 -0.3221396 #> 0.23 0.24 0.24 0.25 0.25 0.26 #> (Intercept) 0.2026093 0.2083840 0.2101584 0.2124964 0.2153295 0.2185674 #> x1 0.4578308 0.4620079 0.4668437 0.4717506 0.4766608 0.4816016 #> x2 -0.3126937 -0.3073945 -0.3076779 -0.3096185 -0.3119618 -0.3147703 #> 0.26 0.27 0.27 0.28 0.28 0.29 #> (Intercept) 0.2223314 0.2270494 0.2239978 0.2175676 0.2056631 0.1941545 #> x1 0.4866123 0.4917475 0.4970324 0.5024973 0.5083194 0.5143030 #> x2 -0.3180707 -0.3218689 -0.3385961 -0.3572819 -0.3811749 -0.4059925 #> 0.29 0.3 0.3 0.31 0.31 0.32 #> (Intercept) 0.1829951 0.1720268 0.1612111 0.1505352 0.1328463 0.1115781 #> x1 0.5204222 0.5267297 0.5333603 0.5406915 0.5487266 0.5562681 #> x2 -0.4313033 -0.4573823 -0.4848061 -0.5150623 -0.5508053 -0.5857521 #> 0.32 0.33 0.33 0.34 0.34 #> (Intercept) 0.08866771 0.06561253 0.04244938 0.01910289 -0.004570125 #> x1 0.56459363 0.57311797 0.58177766 0.59062218 0.599781919 #> x2 -0.62774495 -0.67055161 -0.71375855 -0.75765098 -0.802825017 #> 0.35 0.35 0.36 0.36 0.37 #> (Intercept) -0.02901723 -0.05627734 -0.08466663 -0.1160747 -0.1487079 #> x1 0.60963556 0.62065874 0.63065220 0.6394281 0.6479120 #> x2 -0.85084715 -0.90407191 -0.95443826 -1.0041487 -1.0545458 #> 0.37 0.38 0.38 0.39 0.39 0.4 #> (Intercept) -0.1811986 -0.2136440 -0.2461639 -0.2789817 -0.3130274 -0.3467799 #> x1 0.6565179 0.6652248 0.6740375 0.6830401 0.6925391 0.7003423 #> x2 -1.1055560 -1.1571184 -1.2094531 -1.2632567 -1.3211318 -1.3765933 #> 0.4 0.41 0.41 0.42 0.42 0.43 #> (Intercept) -0.3790251 -0.4086612 -0.4381186 -0.4675916 -0.4970617 -0.5264852 #> x1 0.7056732 0.7074968 0.7094759 0.7116580 0.7139612 0.7163373 #> x2 -1.4280216 -1.4739944 -1.5202192 -1.5668727 -1.6139465 -1.6615961 #> 0.43 0.44 0.44 0.45 0.45 0.46 #> (Intercept) -0.5558594 -0.5867373 -0.6167758 -0.6389045 -0.6619813 -0.6857293 #> x1 0.7187988 0.7203654 0.7207155 0.7165657 0.7131627 0.7102493 #> x2 -1.7105003 -1.7565447 -1.7959786 -1.8000665 -1.8075031 -1.8174248 #> 0.46 0.47 0.47 0.48 0.48 0.49 #> (Intercept) -0.7099348 -0.7345998 -0.7603407 -0.7876214 -0.8116313 -0.8334247 #> x1 0.7077075 0.7056188 0.7045596 0.7027856 0.6968079 0.6912896 #> x2 -1.8288744 -1.8415565 -1.8564771 -1.8691021 -1.8697974 -1.8604358 #> 0.49 0.5 0.5 0.51 0.51 0.52 #> (Intercept) -0.8555963 -0.8781573 -0.9011231 -0.9247052 -0.9494307 -0.9745697 #> x1 0.6860611 0.6808360 0.6756751 0.6706695 0.6659486 0.6612067 #> x2 -1.8516864 -1.8445163 -1.8387526 -1.8348701 -1.8343978 -1.8356429 #> 0.52 0.53 0.53 0.54 0.54 0.55 #> (Intercept) -0.9916936 -1.0112941 -1.0329847 -1.0543650 -1.0754786 -1.0963796 #> x1 0.6545795 0.6503961 0.6477412 0.6446406 0.6412401 0.6375684 #> x2 -1.8135650 -1.7851607 -1.7536027 -1.7227491 -1.6922916 -1.6621365 #> 0.55 0.56 0.56 0.57 0.57 0.58 #> (Intercept) -1.1170085 -1.1370929 -1.1630148 -1.1884039 -1.2097470 -1.2310206 #> x1 0.6335307 0.6287976 0.6285549 0.6311523 0.6395167 0.6457799 #> x2 -1.6323310 -1.6031715 -1.5693525 -1.5340584 -1.4978727 -1.4636387 #> 0.58 0.59 0.59 0.6 0.6 0.61 #> (Intercept) -1.2524160 -1.2738878 -1.2954325 -1.3171461 -1.3378966 -1.3574890 #> x1 0.6513582 0.6564065 0.6609224 0.6646795 0.6699553 0.6770795 #> x2 -1.4294706 -1.3953815 -1.3613306 -1.3272178 -1.2941612 -1.2619139 #> 0.61 0.62 0.62 0.63 0.63 0.64 #> (Intercept) -1.3846830 -1.411153 -1.4368605 -1.462021 -1.4866818 -1.5106954 #> x1 0.6840541 0.690632 0.6971224 0.703429 0.7094404 0.7149393 #> x2 -1.2146119 -1.171121 -1.1286945 -1.087365 -1.0473125 -1.0091550 #> 0.64 0.65 0.65 0.66 0.66 0.67 #> (Intercept) -1.5346029 -1.5604792 -1.5856944 -1.6118152 -1.6383185 -1.6649250 #> x1 0.7213719 0.7316285 0.7394772 0.7461417 0.7529357 0.7598827 #> x2 -0.9675603 -0.9119918 -0.8566040 -0.8027393 -0.7495530 -0.6967371 #> 0.67 0.68 0.68 0.69 0.69 0.7 #> (Intercept) -1.6916215 -1.7184280 -1.7453105 -1.7718327 -1.7996612 -1.8298627 #> x1 0.7669798 0.7743199 0.7820611 0.7864922 0.7908613 0.7949926 #> x2 -0.6441559 -0.5917116 -0.5394660 -0.4899403 -0.4419970 -0.3985091 #> 0.7 0.71 0.71 0.72 0.72 0.73 #> (Intercept) -1.8600481 -1.8901781 -1.9202504 -1.9502511 -1.9800165 -2.0135678 #> x1 0.7988742 0.8027453 0.8066245 0.8105712 0.8146981 0.8159574 #> x2 -0.3566585 -0.3148330 -0.2731200 -0.2313906 -0.1895131 -0.1501209 #> 0.73 0.74 0.74 0.75 0.75 #> (Intercept) -2.0466086 -2.0563776 -2.07072870 -2.08736028 -2.10563383 #> x1 0.8166019 0.8206175 0.82453312 0.82824363 0.83184097 #> x2 -0.1143491 -0.1049697 -0.09309571 -0.07916605 -0.06387784 #> 0.76 0.76 0.77 0.77 0.78 #> (Intercept) -2.12559688 -2.14807038 -2.16632877 -2.17365341 -2.16761235 #> x1 0.83535184 0.83874066 0.84282298 0.84813217 0.85665617 #> x2 -0.04718968 -0.02830035 -0.01854475 -0.02497202 -0.05307174 #> 0.78 0.79 0.79 0.8 0.8 0.81 #> (Intercept) -2.16231416 -2.1594803 -2.1582013 -2.1585492 -2.1612736 -2.1659821 #> x1 0.86595114 0.8751274 0.8842042 0.8932245 0.9021939 0.9116400 #> x2 -0.08442878 -0.1139688 -0.1422430 -0.1694029 -0.1950610 -0.2214003 #> 0.81 0.82 0.82 0.83 0.83 0.84 #> (Intercept) -2.1567863 -2.1411637 -2.1222298 -2.1053719 -2.0897187 -2.0754349 #> x1 0.9243776 0.9358267 0.9461015 0.9565817 0.9672110 0.9779533 #> x2 -0.2678724 -0.3205277 -0.3769822 -0.4318337 -0.4857615 -0.5387989 #> 0.84 0.85 0.85 0.86 0.86 0.87 #> (Intercept) -2.0632209 -2.0551676 -2.0295063 -1.9965726 -1.9525164 -1.9120024 #> x1 0.9888147 0.9998466 1.0113743 1.0200503 1.0191194 1.0207193 #> x2 -0.5906327 -0.6402383 -0.7079181 -0.7784183 -0.8468105 -0.9157316 #> 0.87 0.88 0.88 0.89 0.89 0.9 #> (Intercept) -1.8731337 -1.835456 -1.799005 -1.764518 -1.729314 -1.690866 #> x1 1.0235774 1.027337 1.032023 1.038121 1.041466 1.041044 #> x2 -0.9848729 -1.054204 -1.123750 -1.193536 -1.263088 -1.332070 #> 0.9 0.91 0.91 0.92 0.92 0.93 #> (Intercept) -1.654011 -1.618123 -1.582704 -1.547778 -1.513432 -1.480000 #> x1 1.039311 1.037698 1.036510 1.035766 1.035643 1.036584 #> x2 -1.380306 -1.429934 -1.481873 -1.535414 -1.590725 -1.648976 #> 0.93 0.94 0.94 0.95 0.95 0.96 #> (Intercept) -1.446306 -1.407406 -1.368477 -1.330081 -1.292218 -1.2549480 #> x1 1.036609 1.029128 1.021531 1.014037 1.006633 0.9993236 #> x2 -1.706865 -1.747901 -1.787076 -1.825609 -1.863488 -1.9005925 #> 0.96 0.97 0.97 0.98 0.98 0.99 #> (Intercept) -1.2183931 -1.182798 -1.1486757 -1.119349 -1.090924 -1.0638936 #> x1 0.9921187 0.985044 0.9781581 0.972182 0.966665 0.9617787 #> x2 -1.9366803 -1.971221 -2.0028419 -2.029510 -2.054866 -2.0784695 #> 0.99 1 #> (Intercept) -1.0387612 -1.0164385 #> x1 0.9577594 0.9550412 #> x2 -2.0996462 -2.1171349 #> #> $estimates$deriv #> 0 0.01 0.01 0.02 0.02 0.03 #> (Intercept) 5.241580 5.2938193 5.3317753 5.3615040 5.3862640 5.4145416 #> x1 1.107096 0.9012286 0.7558625 0.6402718 0.5433845 0.4547267 #> x2 3.207184 3.3507330 3.4542559 3.5361658 3.6046872 3.7385535 #> 0.03 0.04 0.04 0.05 0.05 0.06 #> (Intercept) 5.5555756 5.5382650 5.5292168 5.519586 5.5120516 5.50652992 #> x1 0.3042186 0.2368526 0.1888796 0.150790 0.1168901 0.08428292 #> x2 5.6015775 6.2926607 6.7444275 7.063755 7.3178819 7.53718419 #> 0.06 0.07 0.07 0.08 0.08 0.09 #> (Intercept) 5.5028022 5.50060603 5.6349016 5.7109373 5.7573766 5.7904088 #> x1 0.0509953 0.01534285 0.3389116 0.5377971 0.6494563 0.7267238 #> x2 7.7396647 7.93783642 8.9548209 9.4854915 9.8281971 10.1190502 #> 0.09 0.1 0.1 0.11 0.11 0.12 #> (Intercept) 5.8138882 5.8261714 5.8214643 5.833312 5.687805 5.488215 #> x1 0.7868663 0.8392444 0.8939859 0.980626 1.119535 1.252277 #> x2 10.4064447 10.7245328 11.0701176 11.087054 10.861351 10.667460 #> 0.12 0.13 0.13 0.14 0.14 0.15 0.15 #> (Intercept) 5.367222 5.274422 5.193402 5.113690 5.02540 4.977799 4.935206 #> x1 1.346790 1.431051 1.516920 1.612962 1.72892 1.743533 1.648788 #> x2 10.602254 10.563627 10.538529 10.520580 10.50786 10.470693 9.972199 #> 0.16 0.16 0.17 0.17 0.18 0.18 0.19 #> (Intercept) 4.815089 4.748819 4.682845 4.624418 4.567172 4.504479 4.450226 #> x1 1.402910 1.308136 1.248512 1.202621 1.162472 1.124447 1.092574 #> x2 8.567564 7.964291 7.560892 7.233942 6.931885 6.625195 6.404532 #> 0.19 0.2 0.2 0.21 0.21 0.22 #> (Intercept) 4.411835 4.0573646 3.7738437 3.5419012 3.3297057 3.1114098 #> x1 1.065388 0.8795634 0.7901277 0.7314632 0.6850145 0.6427392 #> x2 6.276773 4.8717496 4.0542071 3.4842766 3.0173989 2.5814378 #> 0.22 0.23 0.23 0.24 0.24 0.25 #> (Intercept) 2.8570597 2.5913921 2.5322867 2.0997888 1.5765875 1.1721411 #> x1 0.6010579 0.5664892 0.5582232 0.5738242 0.6144673 0.6549760 #> x2 2.1298226 1.6932528 1.4911972 0.8879134 0.2417377 -0.2878525 #> 0.25 0.26 0.26 0.27 0.27 0.28 #> (Intercept) 0.8161434 0.4613604 0.05862258 -0.4741001 -0.6821916 -0.9681069 #> x1 0.6942282 0.7362064 0.78891500 0.8738855 0.9177984 0.9478608 #> x2 -0.7775589 -1.2870128 -1.88808923 -2.7259577 -2.9326991 -3.1386572 #> 0.28 0.29 0.29 0.3 0.3 0.31 #> (Intercept) -1.4384646 -1.827711 -2.192038 -2.578018 -3.043620 -3.702046 #> x1 0.9725106 1.006129 1.046735 1.098900 1.175491 1.318270 #> x2 -3.4591099 -3.776387 -4.103555 -4.478012 -4.973026 -5.794780 #> 0.31 0.32 0.32 0.33 0.33 0.34 #> (Intercept) -4.090594 -4.177850 -4.310416 -4.436052 -4.565515 -4.713880 #> x1 1.423174 1.440558 1.467466 1.498460 1.533279 1.575945 #> x2 -6.361247 -6.473326 -6.733269 -6.988161 -7.243375 -7.527483 #> 0.34 0.35 0.35 0.36 0.36 0.37 #> (Intercept) -4.906054 -5.200660 -5.533693 -5.536166 -5.651706 -5.785992 #> x1 1.636589 1.747417 1.910619 1.914411 1.869002 1.816948 #> x2 -7.896706 -8.510675 -9.377017 -9.512783 -9.545408 -9.582439 #> 0.37 0.38 0.38 0.39 0.39 0.4 #> (Intercept) -5.893589 -5.987477 -6.078579 -6.181136 -6.332450 -6.438527 #> x1 1.770084 1.722629 1.667513 1.593150 1.487378 1.498652 #> x2 -9.642244 -9.724944 -9.846773 -10.064274 -10.601442 -10.670017 #> 0.4 0.41 0.41 0.42 0.42 0.43 #> (Intercept) -6.509271 -6.525420 -6.538693 -6.561918 -6.602618 -6.6729075 #> x1 1.446396 1.315998 1.204529 1.106614 1.012543 0.9093762 #> x2 -10.598514 -10.408777 -10.250653 -10.117330 -9.999014 -9.8911170 #> 0.43 0.44 0.44 0.45 0.45 0.46 #> (Intercept) -6.8015323 -6.7833059 -6.6821984 -6.4486402 -6.22863806 -6.0135462 #> x1 0.7688923 0.6359286 0.5083024 0.2847327 0.08063836 -0.1220919 #> x2 -9.8127628 -9.6745074 -9.3680324 -8.2339408 -7.23367678 -6.3004178 #> 0.46 0.47 0.47 0.48 0.48 0.49 #> (Intercept) -5.7783811 -5.4757623 -4.993446 -4.512477 -4.39511844 -4.2762336 #> x1 -0.3495407 -0.6445948 -1.100322 -1.492677 -1.51789654 -1.4935226 #> x2 -5.3204118 -4.1183240 -2.305231 -0.547188 -0.09543732 0.5002425 #> 0.49 0.5 0.5 0.51 0.51 0.52 #> (Intercept) -4.167598 -4.057604 -3.930915 -3.768272 -3.537128 -3.268790 #> x1 -1.464662 -1.441052 -1.420955 -1.400819 -1.371857 -1.311891 #> x2 1.049623 1.569606 2.127558 2.806030 3.745673 4.911532 #> 0.52 0.53 0.53 0.54 0.54 0.55 #> (Intercept) -3.351926 -3.535704 -3.763538 -3.9690076 -4.174318 -4.4060992 #> x1 -1.253425 -1.114217 -0.938786 -0.7893577 -0.645711 -0.4890606 #> x2 4.914855 5.085455 5.352943 5.5662622 5.760280 5.9621743 #> 0.55 0.56 0.56 0.57 0.57 0.58 #> (Intercept) -4.7065653 -5.174013312 -5.25745066 -5.2150348 -5.038848 -4.8904072 #> x1 -0.2936336 -0.006842774 0.04565662 0.1452223 0.450756 0.6592739 #> x2 6.2072788 6.571303867 6.63836638 6.7325901 6.971558 7.0612963 #> 0.58 0.59 0.59 0.6 0.6 0.61 #> (Intercept) -4.7570678 -4.6236924 -4.471009 -4.261195 -4.101038 -4.038016 #> x1 0.8285252 0.9843118 1.148410 1.347801 1.496932 1.579456 #> x2 7.1014798 7.1094780 7.085268 7.004779 6.993073 7.088734 #> 0.61 0.62 0.62 0.63 0.63 0.64 #> (Intercept) -4.208801 -4.340326 -4.441082 -4.526255 -4.609066 -4.708929 #> x1 1.657831 1.704449 1.750465 1.803471 1.871050 1.964755 #> x2 8.004495 8.572282 9.013091 9.409917 9.818067 10.292782 #> 0.64 0.65 0.65 0.66 0.66 0.67 #> (Intercept) -4.832226 -4.897253 -4.878869 -4.882215 -4.909327 -4.946036 #> x1 2.047581 2.019065 1.757598 1.525327 1.364025 1.230560 #> x2 10.724573 10.784419 10.381467 10.093116 9.942301 9.842312 #> 0.67 0.68 0.68 0.69 0.69 0.7 #> (Intercept) -4.991646 -5.0547512 -5.1618576 -5.2305568 -5.3041767 -5.4394283 #> x1 1.103324 0.9654423 0.7970647 0.7295082 0.6300473 0.5285674 #> x2 9.768476 9.7154996 9.6985241 9.7041325 9.2741833 8.5867266 #> 0.7 0.71 0.71 0.72 0.72 0.73 #> (Intercept) -5.5919193 -5.7627834 -5.9675029 -6.2440692 -6.68719884 -6.83767496 #> x1 0.4506312 0.3771206 0.2976484 0.2018237 0.07269086 0.04104954 #> x2 8.1898836 7.9155130 7.7065918 7.5461774 7.45720160 7.29351765 #> 0.73 0.74 0.74 0.75 0.75 0.76 #> (Intercept) -6.71398208 -5.8136441 -5.1100254 -4.5047862 -3.914584 -3.2578947 #> x1 0.06915971 0.2409225 0.3733426 0.4844335 0.589480 0.7022147 #> x2 6.94389592 5.4858574 4.3809938 3.4339649 2.511252 1.4913627 #> 0.76 0.77 0.77 0.78 0.78 0.79 #> (Intercept) -2.4135166 -1.6816425 -1.499419 -0.7455304 -0.1013164 0.3924772 #> x1 0.8425712 0.9755192 1.036059 1.2075053 1.3754512 1.5245402 #> x2 0.1989381 -0.8976616 -1.171670 -2.3312529 -3.4171738 -4.3232516 #> 0.79 0.8 0.8 0.81 0.81 0.82 #> (Intercept) 0.8306453 1.272566 1.775369 2.330259 2.480716 2.940296 #> x1 1.6724393 1.839184 2.060244 2.372667 2.412052 2.398750 #> x2 -5.1775690 -6.092882 -7.230777 -8.709304 -9.021266 -9.570241 #> 0.82 0.83 0.83 0.84 0.84 0.85 #> (Intercept) 3.484631 3.887145 4.247548 4.616767 5.041676 5.581174 #> x1 2.348527 2.314455 2.292584 2.281545 2.286621 2.340083 #> x2 -10.192557 -10.705598 -11.203294 -11.757976 -12.478390 -13.646747 #> 0.85 0.86 0.86 0.87 0.87 0.88 #> (Intercept) 5.642793 5.720922 6.125391 6.414116 6.643826 6.8528055 #> x1 2.332016 2.190895 1.734914 1.407287 1.137833 0.8836152 #> x2 -13.934571 -13.934241 -13.845550 -13.802807 -13.786806 -13.7960003 #> 0.88 0.89 0.89 0.9 0.9 #> (Intercept) 7.0760721 7.3676748 7.63895118 7.8065726 7.3758142 #> x1 0.6066258 0.2500344 -0.03346811 -0.1657124 -0.3181788 #> x2 -13.8441211 -13.9860025 -14.06882790 -13.9584143 -12.8651204 #> 0.91 0.91 0.92 0.92 0.93 0.93 #> (Intercept) 7.2088621 7.1568477 7.1709471 7.248240 7.417581 7.614389 #> x1 -0.4668923 -0.6148546 -0.7780786 -0.978345 -1.251636 -1.530875 #> x2 -12.0431824 -11.3717695 -10.7291033 -10.011084 -9.060969 -7.968939 #> 0.94 0.94 0.95 0.95 0.96 0.96 #> (Intercept) 7.491565 7.358806 7.219373 7.065090 6.885053 6.662078 #> x1 -1.505256 -1.479593 -1.454004 -1.426989 -1.396827 -1.360930 #> x2 -7.775414 -7.608745 -7.433554 -7.237388 -7.003144 -6.701073 #> 0.97 0.97 0.98 0.98 0.99 0.99 #> (Intercept) 6.365557 5.933238 5.815174 5.668843 5.493746 5.2744031 #> x1 -1.314783 -1.249110 -1.194482 -1.128950 -1.050325 -0.9512671 #> x2 -6.270178 -5.555386 -5.386846 -5.207079 -4.990937 -4.7172375 #> 1 #> (Intercept) 4.983826 #> x1 -0.818726 #> x2 -4.347610 #> #> #> $bootstrap_results #> $bootstrap_results$boot_se #> $bootstrap_results$boot_se$est #> 0 0.01 0.01 0.02 0.02 0.03 #> (Intercept) 0.1395048 0.1287170 0.1243531 0.1209472 0.1184692 0.1169557 #> x1 0.1169749 0.1179089 0.1139947 0.1104676 0.1073964 0.1049219 #> x2 0.2300199 0.2247452 0.2090072 0.1952959 0.1834496 0.1735183 #> 0.03 0.04 0.04 0.05 0.05 0.06 #> (Intercept) 0.1164264 0.1155857 0.1143245 0.11303170 0.11194702 0.11117815 #> x1 0.1035006 0.1023840 0.1004486 0.09831005 0.09622592 0.09429791 #> x2 0.1657901 0.1609595 0.1551074 0.14935105 0.14405978 0.13939169 #> 0.06 0.07 0.07 0.08 0.08 0.09 #> (Intercept) 0.11079233 0.11083284 0.10957025 0.10847917 0.10768698 0.10724345 #> x1 0.09258886 0.09114175 0.08953454 0.08835125 0.08715307 0.08597356 #> x2 0.13545914 0.13234996 0.12915102 0.12692450 0.12512886 0.12378113 #> 0.09 0.1 0.1 0.11 0.11 0.12 #> (Intercept) 0.10722426 0.10772728 0.10853762 0.10618648 0.10375321 0.10143573 #> x1 0.08501844 0.08442931 0.08401074 0.08060416 0.07700644 0.07369678 #> x2 0.12316756 0.12353230 0.12457541 0.12034518 0.11464219 0.10985635 #> 0.12 0.13 0.13 0.14 0.14 0.15 #> (Intercept) 0.09992646 0.09903550 0.09871702 0.09904220 0.10019174 0.09922267 #> x1 0.07087161 0.06860129 0.06675351 0.06535176 0.06446867 0.06238561 #> x2 0.10643687 0.10396104 0.10222272 0.10127640 0.10131840 0.09810002 #> 0.15 0.16 0.16 0.17 0.17 0.18 #> (Intercept) 0.09770047 0.09505025 0.09379230 0.09270231 0.09187099 0.09143580 #> x1 0.06015403 0.05774603 0.05502886 0.05331143 0.05186299 0.05073144 #> x2 0.09380463 0.08913466 0.08541365 0.08274449 0.08034930 0.07833670 #> 0.18 0.19 0.19 0.2 0.2 0.21 #> (Intercept) 0.09152362 0.09062482 0.08862726 0.08626231 0.08481258 0.08364256 #> x1 0.04993157 0.04860515 0.04691398 0.04556118 0.04393883 0.04311129 #> x2 0.07674992 0.07480054 0.07259898 0.07088203 0.06895503 0.06770407 #> 0.21 0.22 0.22 0.23 0.23 0.24 #> (Intercept) 0.08266322 0.08195458 0.08157921 0.08113376 0.07945936 0.07809755 #> x1 0.04251563 0.04213297 0.04194875 0.04178429 0.04136594 0.04115568 #> x2 0.06657807 0.06565930 0.06498333 0.06415341 0.06225490 0.06091859 #> 0.24 0.25 0.25 0.26 0.26 0.27 #> (Intercept) 0.07703065 0.07661119 0.07648646 0.07662625 0.07705875 0.07784073 #> x1 0.04114032 0.04162936 0.04228818 0.04306470 0.04396764 0.04501679 #> x2 0.05965368 0.05892399 0.05842422 0.05808611 0.05792625 0.05797760 #> 0.27 0.28 0.28 0.29 0.29 0.3 #> (Intercept) 0.07715126 0.07731046 0.07723474 0.07818232 0.07949789 0.08115113 #> x1 0.04486309 0.04530127 0.04555735 0.04653934 0.04770679 0.04902842 #> x2 0.05660768 0.05628146 0.05567862 0.05582702 0.05622092 0.05682587 #> 0.3 0.31 0.31 0.32 0.32 0.33 #> (Intercept) 0.08315467 0.08555076 0.08804606 0.09123285 0.09156631 0.09279251 #> x1 0.05051365 0.05217796 0.05400911 0.05647861 0.05823158 0.06081763 #> x2 0.05763738 0.05863853 0.05932448 0.06074878 0.06129746 0.06265772 #> 0.33 0.34 0.34 0.35 0.35 0.36 #> (Intercept) 0.09445769 0.09647099 0.09881314 0.10152506 0.10442640 0.10739063 #> x1 0.06372996 0.06690101 0.07031812 0.07398868 0.07824031 0.08373465 #> x2 0.06446056 0.06663216 0.06913776 0.07196664 0.07544282 0.08015367 #> 0.36 0.37 0.37 0.38 0.38 0.39 #> (Intercept) 0.10769904 0.10789436 0.10877437 0.11004155 0.11166735 0.1136808 #> x1 0.08652746 0.08924320 0.09252517 0.09603906 0.09976034 0.1037174 #> x2 0.08283632 0.08592754 0.08991599 0.09445535 0.09954138 0.1053349 #> 0.39 0.4 0.4 0.41 0.41 0.42 #> (Intercept) 0.1161248 0.1174156 0.1179319 0.1171535 0.1164650 0.1162505 #> x1 0.1080480 0.1130240 0.1155963 0.1156469 0.1159370 0.1164701 #> x2 0.1126557 0.1203579 0.1259913 0.1295073 0.1332926 0.1376551 #> 0.42 0.43 0.43 0.44 0.44 0.45 #> (Intercept) 0.1164872 0.1171695 0.1184023 0.1184093 0.1182095 0.1159463 #> x1 0.1171631 0.1179241 0.1186014 0.1176893 0.1165639 0.1151088 #> x2 0.1425940 0.1481951 0.1549372 0.1611198 0.1665505 0.1712021 #> 0.45 0.46 0.46 0.47 0.47 0.48 #> (Intercept) 0.1129562 0.1109779 0.1098171 0.1093688 0.1096394 0.1103316 #> x1 0.1124624 0.1103945 0.1087792 0.1075547 0.1067362 0.1057543 #> x2 0.1707452 0.1713622 0.1727926 0.1747582 0.1770420 0.1785209 #> 0.48 0.49 0.49 0.5 0.5 0.51 #> (Intercept) 0.1112026 0.1113640 0.1114981 0.1120987 0.1131439 0.1145843 #> x1 0.1044276 0.1048845 0.1052878 0.1057007 0.1062267 0.1068446 #> x2 0.1800099 0.1817706 0.1817023 0.1821026 0.1831571 0.1847546 #> 0.51 0.52 0.52 0.53 0.53 0.54 #> (Intercept) 0.1163663 0.1186490 0.1223795 0.1235968 0.1239575 0.1253169 #> x1 0.1074498 0.1083098 0.1115309 0.1122044 0.1113676 0.1110700 #> x2 0.1868832 0.1900132 0.1951620 0.1941247 0.1902262 0.1869768 #> 0.54 0.55 0.55 0.56 0.56 0.57 #> (Intercept) 0.1271713 0.1294593 0.1321606 0.1352699 0.1386521 0.1414535 #> x1 0.1112589 0.1118318 0.1127474 0.1139922 0.1159946 0.1173402 #> x2 0.1847029 0.1832655 0.1827361 0.1834481 0.1806742 0.1772831 #> 0.57 0.58 0.58 0.59 0.59 0.6 #> (Intercept) 0.1407007 0.1405623 0.1414910 0.1432752 0.1457866 0.1489542 #> x1 0.1161859 0.1148437 0.1145438 0.1148862 0.1158332 0.1174950 #> x2 0.1724016 0.1678922 0.1650282 0.1632482 0.1625543 0.1630779 #> 0.6 0.61 0.61 0.62 0.62 0.63 #> (Intercept) 0.1522443 0.1564403 0.1567826 0.1597439 0.1644636 0.1705171 #> x1 0.1183736 0.1184364 0.1155058 0.1129541 0.1115255 0.1108959 #> x2 0.1622332 0.1610852 0.1585222 0.1565352 0.1561610 0.1570069 #> 0.63 0.64 0.64 0.65 0.65 0.66 #> (Intercept) 0.1777942 0.1863091 0.1948967 0.2017555 0.2022074 0.2022581 #> x1 0.1111343 0.1124510 0.1138141 0.1124893 0.1088745 0.1053987 #> x2 0.1592000 0.1629247 0.1680772 0.1727370 0.1717477 0.1704218 #> 0.66 0.67 0.67 0.68 0.68 0.69 #> (Intercept) 0.2044109 0.2077230 0.2121510 0.2178214 0.2251018 0.2272139 #> x1 0.1031119 0.1018321 0.1015724 0.1024574 0.1047090 0.1031661 #> x2 0.1705340 0.1714563 0.1731811 0.1758495 0.1797194 0.1771438 #> 0.69 0.7 0.7 0.71 0.71 0.72 #> (Intercept) 0.2271873 0.2248560 0.2252006 0.2262211 0.2279204 0.2304199 #> x1 0.1018448 0.1001163 0.1001157 0.1008673 0.1022501 0.1042735 #> x2 0.1745987 0.1706919 0.1685861 0.1675752 0.1674145 0.1681861 #> 0.72 0.73 0.73 0.74 0.74 0.75 #> (Intercept) 0.2339549 0.2329528 0.2318733 0.2265848 0.2210509 0.2174606 #> x1 0.1069316 0.1093457 0.1121870 0.1102212 0.1104808 0.1114802 #> x2 0.1700815 0.1678554 0.1659655 0.1605880 0.1557323 0.1524965 #> 0.75 0.76 0.76 0.77 0.77 0.78 #> (Intercept) 0.2152435 0.2143639 0.2150391 0.2149609 0.2124814 0.2088507 #> x1 0.1130629 0.1152859 0.1182940 0.1199717 0.1195958 0.1180429 #> x2 0.1505081 0.1498121 0.1506864 0.1508426 0.1485095 0.1466176 #> 0.78 0.79 0.79 0.8 0.8 0.81 #> (Intercept) 0.2048486 0.2021378 0.2008819 0.2010140 0.2026067 0.2057193 #> x1 0.1175292 0.1180316 0.1191983 0.1209909 0.1234667 0.1261773 #> x2 0.1455209 0.1452385 0.1457638 0.1470184 0.1488829 0.1513912 #> 0.81 0.82 0.82 0.83 0.83 0.84 #> (Intercept) 0.2092078 0.2101729 0.2076964 0.2066686 0.2077082 0.2104362 #> x1 0.1262403 0.1267063 0.1263501 0.1267550 0.1279529 0.1298113 #> x2 0.1564765 0.1596750 0.1601092 0.1620029 0.1655442 0.1704216 #> 0.84 0.85 0.85 0.86 0.86 0.87 #> (Intercept) 0.2149643 0.2219149 0.2246966 0.2249778 0.2201496 0.2154947 #> x1 0.1323085 0.1354955 0.1388470 0.1414373 0.1388539 0.1375665 #> x2 0.1766919 0.1847638 0.1909378 0.1954147 0.1951203 0.1960711 #> 0.87 0.88 0.88 0.89 0.89 0.9 #> (Intercept) 0.2129450 0.2120413 0.2128695 0.2159686 0.2155570 0.2114983 #> x1 0.1375864 0.1385891 0.1406076 0.1440424 0.1449521 0.1433089 #> x2 0.1981518 0.2012076 0.2052995 0.2106847 0.2127727 0.2124636 #> 0.9 0.91 0.91 0.92 0.92 0.93 #> (Intercept) 0.2052195 0.2003469 0.1965673 0.1937552 0.1921594 0.1922929 #> x1 0.1380007 0.1337022 0.1302129 0.1273807 0.1252952 0.1242651 #> x2 0.2047444 0.1980351 0.1934050 0.1904086 0.1889480 0.1892690 #> 0.93 0.94 0.94 0.95 0.95 0.96 #> (Intercept) 0.1924384 0.1864122 0.1784861 0.1713447 0.1651916 0.16002596 #> x1 0.1233989 0.1190781 0.1127706 0.1067879 0.1013736 0.09658961 #> x2 0.1901863 0.1871094 0.1834345 0.1812093 0.1807708 0.18220086 #> 0.96 0.97 0.97 0.98 0.98 0.99 #> (Intercept) 0.15579556 0.15235019 0.14934911 0.14603627 0.14586099 0.14818607 #> x1 0.09247502 0.08901589 0.08607131 0.08362782 0.08300683 0.08406787 #> x2 0.18555616 0.19093567 0.19876210 0.20892192 0.22261932 0.23898742 #> 0.99 1 #> (Intercept) 0.15314901 0.1610238 #> x1 0.08678668 0.0911759 #> x2 0.25781918 0.2791801 #> #> $bootstrap_results$boot_se$deriv #> 0 0.01 0.01 0.02 0.02 0.03 0.03 #> (Intercept) 2.799194 2.535633 2.461879 2.414106 2.381716 2.339578 1.896537 #> x1 2.151702 2.100468 2.082298 2.077786 2.080440 2.069008 1.667093 #> x2 4.559287 4.502890 4.368952 4.278588 4.213531 4.124826 3.233367 #> 0.04 0.04 0.05 0.05 0.06 0.06 0.07 #> (Intercept) 1.751016 1.708773 1.700938 1.710323 1.730029 1.757841 1.793813 #> x1 1.506499 1.450669 1.428120 1.422689 1.427333 1.439451 1.458454 #> x2 2.854280 2.712874 2.645246 2.615293 2.607048 2.614400 2.635650 #> 0.07 0.08 0.08 0.09 0.09 0.1 0.1 #> (Intercept) 1.542626 1.409040 1.384189 1.418450 1.500886 1.640944 1.842091 #> x1 1.242171 1.155232 1.153726 1.188802 1.250416 1.340651 1.455856 #> x2 2.166498 1.894735 1.803222 1.792511 1.838827 1.946806 2.118932 #> 0.11 0.11 0.12 0.12 0.13 0.13 0.14 #> (Intercept) 1.827287 1.650550 1.435266 1.3322454 1.2822618 1.2700675 1.2981534 #> x1 1.464582 1.248917 1.023341 0.9286883 0.8843959 0.8685053 0.8763196 #> x2 2.101868 1.734722 1.431582 1.3198391 1.2763636 1.2742922 1.3120139 #> 0.14 0.15 0.15 0.16 0.16 0.17 #> (Intercept) 1.3871457 1.3984110 1.334242 1.1445666 1.0929132 1.0809889 #> x1 0.9118043 0.9114462 0.856324 0.7180445 0.6757935 0.6705298 #> x2 1.4046287 1.4303344 1.325134 1.0554328 0.9885830 0.9687665 #> 0.17 0.18 0.18 0.19 0.19 0.2 #> (Intercept) 1.0974422 1.1434367 1.2308668 1.2996687 1.3102747 1.1357481 #> x1 0.6801593 0.7030716 0.7421834 0.7718856 0.7811287 0.6447229 #> x2 0.9689232 0.9870467 1.0278750 1.0583916 1.0611074 0.9049019 #> 0.2 0.21 0.21 0.22 0.22 0.23 #> (Intercept) 1.0379117 0.9882799 0.9657302 0.9658042 0.9933831 1.0385717 #> x1 0.5818276 0.5588068 0.5516475 0.5568858 0.5762415 0.6013084 #> x2 0.8229022 0.7884185 0.7744427 0.7760856 0.7953816 0.8242327 #> 0.23 0.24 0.24 0.25 0.25 0.26 #> (Intercept) 1.0144783 0.9369653 0.8686936 0.8441708 0.8455706 0.8698826 #> x1 0.5835434 0.5150829 0.4571048 0.4311391 0.4185077 0.4163963 #> x2 0.8071575 0.7437515 0.6798502 0.6508300 0.6435526 0.6544720 #> 0.26 0.27 0.27 0.28 0.28 0.29 #> (Intercept) 0.9254875 1.0400415 1.0440182 1.0198131 0.9628209 0.9494105 #> x1 0.4284510 0.4690588 0.4713659 0.4619617 0.4423271 0.4489506 #> x2 0.6895268 0.7706288 0.7510947 0.7207120 0.6665923 0.6483140 #> 0.29 0.3 0.3 0.31 0.31 0.32 #> (Intercept) 0.9564616 0.9813493 1.0316336 1.1352174 1.2105595 1.2257379 #> x1 0.4676737 0.4981114 0.5469275 0.6368604 0.7091264 0.7337815 #> x2 0.6499278 0.6694788 0.7148706 0.8167332 0.8808264 0.8866600 #> 0.32 0.33 0.33 0.34 0.34 0.35 #> (Intercept) 1.1292867 1.0814138 1.0609260 1.0629764 1.0933568 1.1780158 #> x1 0.7420379 0.7665275 0.7981031 0.8386086 0.8961665 0.9951793 #> x2 0.8720051 0.8855608 0.9155706 0.9623110 1.0357350 1.1691718 #> 0.35 0.36 0.36 0.37 0.37 0.38 0.38 #> (Intercept) 1.304454 1.311171 1.242484 1.190956 1.173199 1.180840 1.221029 #> x1 1.136080 1.181850 1.142334 1.107393 1.095703 1.100521 1.127752 #> x2 1.352333 1.371027 1.327289 1.299493 1.300571 1.322669 1.373919 #> 0.39 0.39 0.4 0.4 0.41 0.41 0.42 #> (Intercept) 1.323905 1.582165 1.572940 1.516998 1.425198 1.372573 1.352234 #> x1 1.201459 1.405753 1.398413 1.318125 1.187005 1.086314 1.008121 #> x2 1.490342 1.832553 1.857657 1.818724 1.740068 1.694147 1.678693 #> 0.42 0.43 0.43 0.44 0.44 0.45 0.45 #> (Intercept) 1.3667360 1.4388514 1.661132 1.758425 1.736716 1.621353 1.551309 #> x1 0.9534377 0.9450975 1.098486 1.192401 1.185850 1.150666 1.145314 #> x2 1.6991763 1.7871131 2.092921 2.247571 2.206037 2.074540 1.942504 #> 0.46 0.46 0.47 0.47 0.48 0.48 0.49 #> (Intercept) 1.524667 1.534750 1.591789 1.739227 1.902227 1.940217 1.800580 #> x1 1.164542 1.208587 1.291520 1.457595 1.633148 1.666399 1.518581 #> x2 1.882516 1.891602 1.996782 2.301068 2.653760 2.722238 2.636308 #> 0.49 0.5 0.5 0.51 0.51 0.52 0.52 #> (Intercept) 1.697708 1.653158 1.654221 1.705715 1.839230 2.077363 2.098059 #> x1 1.397911 1.317726 1.264690 1.237254 1.252373 1.346070 1.367326 #> x2 2.540074 2.480986 2.454659 2.461915 2.518189 2.621794 2.556480 #> 0.53 0.53 0.54 0.54 0.55 0.55 0.56 #> (Intercept) 1.945599 1.757575 1.666890 1.637983 1.667189 1.776162 2.044506 #> x1 1.298622 1.202297 1.156466 1.145660 1.164920 1.223314 1.356940 #> x2 2.260207 1.938452 1.774775 1.716502 1.748754 1.894819 2.244619 #> 0.56 0.57 0.57 0.58 0.58 0.59 0.59 #> (Intercept) 2.111445 2.094233 2.015081 2.034347 2.134160 2.314653 2.611799 #> x1 1.376540 1.351498 1.275357 1.259279 1.302730 1.391684 1.536868 #> x2 2.367695 2.400962 2.406576 2.506869 2.653816 2.849288 3.123812 #> 0.6 0.6 0.61 0.61 0.62 0.62 0.63 #> (Intercept) 3.131441 3.442279 3.423369 3.212802 3.096763 3.058232 3.076725 #> x1 1.777487 1.929194 1.950328 1.819806 1.753511 1.741406 1.764376 #> x2 3.553021 3.805460 3.807363 3.334399 3.007225 2.810447 2.679704 #> 0.63 0.64 0.64 0.65 0.65 0.66 0.66 #> (Intercept) 3.163675 3.373667 3.674578 3.672299 3.297181 2.984861 2.818421 #> x1 1.824011 1.938694 2.071299 2.055440 1.821000 1.679377 1.640239 #> x2 2.596433 2.570777 2.620267 2.621077 2.178914 1.940609 1.882220 #> 0.67 0.67 0.68 0.68 0.69 0.69 0.7 #> (Intercept) 2.731759 2.721085 2.822913 3.163295 3.156070 2.968321 2.672334 #> x1 1.650257 1.702615 1.811702 2.019756 2.059307 1.965628 1.786048 #> x2 1.908655 2.010543 2.214706 2.605813 2.609239 2.471472 2.264749 #> 0.7 0.71 0.71 0.72 0.72 0.73 0.73 #> (Intercept) 2.555606 2.516905 2.551221 2.688529 3.034809 3.187718 3.183690 #> x1 1.735819 1.723202 1.738098 1.786260 1.891410 1.913203 1.862697 #> x2 2.203472 2.196832 2.235651 2.338256 2.569991 2.628505 2.566802 #> 0.74 0.74 0.75 0.75 0.76 0.76 0.77 #> (Intercept) 3.043034 3.033730 3.108844 3.254365 3.493295 3.897024 4.279983 #> x1 1.615371 1.514349 1.468708 1.465579 1.513040 1.645336 1.787882 #> x2 2.305162 2.222598 2.208351 2.243210 2.337035 2.532777 2.748883 #> 0.77 0.78 0.78 0.79 0.79 0.8 0.8 #> (Intercept) 4.317702 4.020889 3.810631 3.698341 3.651824 3.668522 3.779319 #> x1 1.787303 1.709833 1.666987 1.661801 1.685216 1.743206 1.863273 #> x2 2.795152 2.741128 2.728425 2.750609 2.803878 2.897153 3.063213 #> 0.81 0.81 0.82 0.82 0.83 0.83 0.84 #> (Intercept) 4.027598 4.028679 3.768070 3.426077 3.263180 3.227801 3.296354 #> x1 2.080033 2.047719 1.964679 1.843393 1.777888 1.753033 1.766325 #> x2 3.336832 3.284219 3.043842 2.706388 2.501253 2.387004 2.339168 #> 0.84 0.85 0.85 0.86 0.86 0.87 0.87 #> (Intercept) 3.499461 3.963916 4.072711 3.918314 3.423372 3.175166 3.073896 #> x1 1.838383 2.053162 2.069343 1.967380 1.700233 1.552503 1.471885 #> x2 2.377852 2.643071 2.704105 2.597530 2.315524 2.216308 2.201369 #> 0.88 0.88 0.89 0.89 0.9 0.9 0.91 #> (Intercept) 3.067457 3.153068 3.373354 3.537201 3.546262 3.001630 2.728954 #> x1 1.441432 1.470384 1.609935 1.746573 1.762987 1.567797 1.493428 #> x2 2.250628 2.381165 2.674042 2.915457 2.909683 2.603741 2.485540 #> 0.91 0.92 0.92 0.93 0.93 0.94 0.94 #> (Intercept) 2.608987 2.581314 2.638319 2.807648 3.044740 3.051130 3.017809 #> x1 1.488555 1.531711 1.626061 1.795700 2.013198 2.070331 2.073258 #> x2 2.482869 2.561469 2.733911 3.068800 3.555148 3.684719 3.751926 #> 0.95 0.95 0.96 0.96 0.97 0.97 0.98 #> (Intercept) 2.994373 2.989044 3.012363 3.088001 3.271598 3.710691 3.693377 #> x1 2.078494 2.092759 2.121559 2.176788 2.286807 2.530788 2.528931 #> x2 3.827641 3.927768 4.069158 4.286296 4.660883 5.431572 5.510384 #> 0.98 0.99 0.99 1 #> (Intercept) 3.715097 3.750905 3.814389 3.929392 #> x1 2.533626 2.546004 2.575186 2.637340 #> x2 5.558691 5.620829 5.710243 5.848998 #> #> #> $bootstrap_results$boot_lower #> $bootstrap_results$boot_lower$est #> 0 0.01 0.01 0.02 0.02 #> (Intercept) -1.22834586 -1.138502401 -1.098885814 -1.0601618 -1.032006 #> x1 -0.01591459 -0.008146625 -0.001603255 0.0136789 0.023171 #> x2 -2.41828386 -2.380853851 -2.325096666 -2.2953933 -2.267350 #> 0.03 0.03 0.04 0.04 0.05 #> (Intercept) -1.00763344 -0.9803474 -0.95724933 -0.93359637 -0.90515663 #> x1 0.03203011 0.0404034 0.04753571 0.05575526 0.06447234 #> x2 -2.24066769 -2.2180735 -2.18031773 -2.13426958 -2.08511816 #> 0.05 0.06 0.06 0.07 0.07 0.08 #> (Intercept) -0.86311495 -0.83686246 -0.8105654 -0.7795210 -0.7476352 -0.7182604 #> x1 0.07874179 0.09367037 0.1072570 0.1076991 0.1112006 0.1153285 #> x2 -2.03436050 -1.98291604 -1.9305232 -1.8845535 -1.8405048 -1.7979902 #> 0.08 0.09 0.09 0.1 0.1 0.11 #> (Intercept) -0.6943653 -0.6677684 -0.6408268 -0.6137929 -0.5888299 -0.5564684 #> x1 0.1191330 0.1258575 0.1332666 0.1404626 0.1457276 0.1560404 #> x2 -1.7534302 -1.7182356 -1.6870821 -1.6532449 -1.6129879 -1.5608145 #> 0.11 0.12 0.12 0.13 0.13 0.14 #> (Intercept) -0.5212665 -0.4861403 -0.4524921 -0.4254955 -0.4011836 -0.3784316 #> x1 0.1673576 0.1796394 0.1915251 0.2028290 0.2118512 0.2175205 #> x2 -1.4983832 -1.4393343 -1.3867157 -1.3310759 -1.2765956 -1.2231170 #> 0.14 0.15 0.15 0.16 0.16 0.17 #> (Intercept) -0.3563629 -0.3276358 -0.2950840 -0.2648717 -0.2393149 -0.2130211 #> x1 0.2261731 0.2391821 0.2519825 0.2680129 0.2824041 0.2956016 #> x2 -1.1700268 -1.1114642 -1.0420819 -0.9671122 -0.9071083 -0.8553040 #> 0.17 0.18 0.18 0.19 0.19 0.2 #> (Intercept) -0.1865824 -0.1600999 -0.1336826 -0.1057707 -0.08110704 -0.06426167 #> x1 0.3066028 0.3160324 0.3229608 0.3302151 0.33937926 0.34967173 #> x2 -0.8076753 -0.7607278 -0.7142007 -0.6710118 -0.63094448 -0.58587187 #> 0.2 0.21 0.21 0.22 0.22 #> (Intercept) -0.04590651 -0.02188816 -0.000284408 0.02069305 0.04191614 #> x1 0.35515159 0.36119205 0.366034472 0.37111913 0.37692951 #> x2 -0.55534560 -0.52363637 -0.499449914 -0.47662027 -0.45468665 #> 0.23 0.23 0.24 0.24 0.25 #> (Intercept) 0.06795762 0.08429444 0.08877897 0.08994049 0.08717588 #> x1 0.38102512 0.38555553 0.38946331 0.39425750 0.39865423 #> x2 -0.43440298 -0.41830275 -0.41172281 -0.41103405 -0.41285281 #> 0.25 0.26 0.26 0.27 0.27 #> (Intercept) 0.08480119 0.08297771 0.08703849 0.08865827 0.08557885 #> x1 0.40241021 0.40556011 0.40744891 0.41151966 0.41335185 #> x2 -0.41511804 -0.41783284 -0.42109157 -0.42499948 -0.44037499 #> 0.28 0.28 0.29 0.29 0.3 #> (Intercept) 0.07843331 0.06526028 0.05131372 0.0359353 0.02066892 #> x1 0.41421294 0.41579881 0.41682456 0.4184117 0.42017646 #> x2 -0.46192361 -0.48420653 -0.50939216 -0.5357901 -0.56558261 #> 0.3 0.31 0.31 0.32 0.32 #> (Intercept) 0.005824821 -0.008403553 -0.02824886 -0.05251321 -0.07260841 #> x1 0.422207918 0.427932394 0.43713788 0.44297361 0.44599666 #> x2 -0.596918449 -0.627494551 -0.65902533 -0.68511256 -0.72216778 #> 0.33 0.33 0.34 0.34 0.35 0.35 #> (Intercept) -0.09876623 -0.1252654 -0.1522478 -0.1806636 -0.2141250 -0.2502296 #> x1 0.44562978 0.4453004 0.4450991 0.4450935 0.4455359 0.4465035 #> x2 -0.76391512 -0.8035318 -0.8483926 -0.8959912 -0.9494935 -1.0082577 #> 0.36 0.36 0.37 0.37 0.38 0.38 #> (Intercept) -0.286934 -0.3170558 -0.3499818 -0.3918057 -0.4317552 -0.4723333 #> x1 0.445060 0.4452485 0.4432528 0.4403751 0.4405001 0.4409958 #> x2 -1.062829 -1.1154012 -1.1685792 -1.2233796 -1.2788890 -1.3352291 #> 0.39 0.39 0.4 0.4 0.41 0.41 #> (Intercept) -0.5083779 -0.5421320 -0.5712926 -0.5973467 -0.6192804 -0.6440696 #> x1 0.4405083 0.4377697 0.4353713 0.4368083 0.4391692 0.4423812 #> x2 -1.3930512 -1.4599862 -1.5316209 -1.5965061 -1.6532287 -1.7095605 #> 0.42 0.42 0.43 0.43 0.44 0.44 #> (Intercept) -0.6732843 -0.7033773 -0.7354018 -0.7696634 -0.8011073 -0.8301205 #> x1 0.4450069 0.4459862 0.4468292 0.4486080 0.4518486 0.4546410 #> x2 -1.7664782 -1.8240260 -1.8815945 -1.9407277 -1.9894123 -2.0304551 #> 0.45 0.45 0.46 0.46 0.47 0.47 #> (Intercept) -0.8480063 -0.8654868 -0.8897794 -0.9150702 -0.9462895 -0.9812115 #> x1 0.4538196 0.4490687 0.4445768 0.4431774 0.4437795 0.4453636 #> x2 -2.0320918 -2.0385225 -2.0491265 -2.0628456 -2.0816479 -2.1028929 #> 0.48 0.48 0.49 0.49 0.5 0.5 #> (Intercept) -1.0172832 -1.0444865 -1.0610726 -1.0739244 -1.0878271 -1.1095238 #> x1 0.4501216 0.4514741 0.4441631 0.4384318 0.4331548 0.4279123 #> x2 -2.1198194 -2.1273913 -2.1223786 -2.1174787 -2.1143604 -2.1134366 #> 0.51 0.51 0.52 0.52 0.53 0.53 #> (Intercept) -1.1424233 -1.1755208 -1.1993498 -1.2140930 -1.2327370 -1.2588735 #> x1 0.4230295 0.4187419 0.4141858 0.4035105 0.3981912 0.3988381 #> x2 -2.1086939 -2.1144272 -2.1234870 -2.1104170 -2.0754171 -2.0328139 #> 0.54 0.54 0.55 0.55 0.56 0.56 #> (Intercept) -1.2870461 -1.315286 -1.3434325 -1.3712252 -1.3963223 -1.4233433 #> x1 0.3982746 0.397786 0.4040363 0.4095984 0.4056954 0.4040889 #> x2 -1.9921623 -1.956184 -1.9247546 -1.9113666 -1.8950690 -1.8587577 #> 0.57 0.57 0.58 0.58 0.59 0.59 #> (Intercept) -1.4437106 -1.4472277 -1.4708109 -1.498081 -1.5384189 -1.5695015 #> x1 0.4024637 0.4114079 0.4192947 0.424525 0.4281319 0.4301972 #> x2 -1.8177733 -1.7700648 -1.7258532 -1.683933 -1.6458546 -1.6107010 #> 0.6 0.6 0.61 0.61 0.62 0.62 #> (Intercept) -1.5973497 -1.6277654 -1.6701915 -1.7091918 -1.7503259 -1.7954782 #> x1 0.4301796 0.4330606 0.4406281 0.4531293 0.4629871 0.4678639 #> x2 -1.5833975 -1.5421993 -1.4942605 -1.4486543 -1.4084845 -1.3698263 #> 0.63 0.63 0.64 0.64 0.65 0.65 #> (Intercept) -1.8442500 -1.8924429 -1.9399114 -1.9873381 -2.0367568 -2.061922 #> x1 0.4719009 0.4745965 0.4754475 0.4833716 0.5076183 0.530111 #> x2 -1.3299064 -1.2894361 -1.2545260 -1.2122005 -1.1771677 -1.132290 #> 0.66 0.66 0.67 0.67 0.68 0.68 #> (Intercept) -2.0827565 -2.1051477 -2.1286396 -2.1533449 -2.1841214 -2.2272209 #> x1 0.5491954 0.5645857 0.5761567 0.5889971 0.5947128 0.6002912 #> x2 -1.0881748 -1.0460659 -1.0043516 -0.9574703 -0.9042550 -0.8532720 #> 0.69 0.69 0.7 0.7 0.71 0.71 #> (Intercept) -2.2399021 -2.2504235 -2.2683843 -2.2858350 -2.3111914 -2.3398821 #> x1 0.6067314 0.6153910 0.6250349 0.6329632 0.6315711 0.6263982 #> x2 -0.7935542 -0.7474013 -0.7099038 -0.6782924 -0.6366073 -0.5954234 #> 0.72 0.72 0.73 0.73 0.74 0.74 #> (Intercept) -2.3673439 -2.3956673 -2.4149772 -2.4542728 -2.4618491 -2.4751533 #> x1 0.6308439 0.6351113 0.6301039 0.6238005 0.6303944 0.6330392 #> x2 -0.5513614 -0.5067069 -0.4629398 -0.4206308 -0.3989877 -0.3735542 #> 0.75 0.75 0.76 0.76 0.77 0.77 #> (Intercept) -2.4922902 -2.5120206 -2.5243492 -2.5396551 -2.5609514 -2.5643335 #> x1 0.6337413 0.6344075 0.6341010 0.6327043 0.6335783 0.6376382 #> x2 -0.3492128 -0.3379300 -0.3257382 -0.3122115 -0.3064520 -0.3047171 #> 0.78 0.78 0.79 0.79 0.8 0.8 #> (Intercept) -2.5453016 -2.5405755 -2.5338057 -2.5276855 -2.5234705 -2.5275498 #> x1 0.6486989 0.6578329 0.6603485 0.6625605 0.6616116 0.6604163 #> x2 -0.3265345 -0.3418356 -0.3646495 -0.4007369 -0.4431539 -0.4853832 #> 0.81 0.81 0.82 0.82 0.83 0.83 #> (Intercept) -2.5384049 -2.5447876 -2.5244936 -2.5093697 -2.4990898 -2.4850904 #> x1 0.6607911 0.6755068 0.6896188 0.7017450 0.7056125 0.7070669 #> x2 -0.5286373 -0.5803275 -0.6322540 -0.6824184 -0.7377744 -0.7950056 #> 0.84 0.84 0.85 0.85 0.86 0.86 #> (Intercept) -2.4726454 -2.4533152 -2.4366045 -2.4039036 -2.3650977 -2.3170475 #> x1 0.7072074 0.7105174 0.7131265 0.7140497 0.7188412 0.7352514 #> x2 -0.8532013 -0.9129062 -0.9653424 -1.0243935 -1.0853239 -1.1575743 #> 0.87 0.87 0.88 0.88 0.89 0.89 #> (Intercept) -2.2792505 -2.2477781 -2.2201004 -2.2002610 -2.1841650 -2.150696 #> x1 0.7409203 0.7327536 0.7273776 0.7250962 0.7222455 0.721721 #> x2 -1.2382686 -1.3191800 -1.3903084 -1.4677598 -1.5462228 -1.616391 #> 0.9 0.9 0.91 0.91 0.92 0.92 #> (Intercept) -2.1016970 -2.0524233 -2.0094546 -1.9684505 -1.9276049 -1.8873820 #> x1 0.7221783 0.7326653 0.7412097 0.7481396 0.7538659 0.7583717 #> x2 -1.6802736 -1.7243134 -1.7542373 -1.7913309 -1.8487439 -1.9084270 #> 0.93 0.93 0.94 0.94 0.95 0.95 #> (Intercept) -1.8484593 -1.8068433 -1.7513765 -1.7031263 -1.6561411 -1.6064672 #> x1 0.7612697 0.7635907 0.7697529 0.7809441 0.7931582 0.8032698 #> x2 -1.9598446 -2.0191339 -2.0595189 -2.1020682 -2.1347688 -2.1533595 #> 0.96 0.96 0.97 0.97 0.98 0.98 #> (Intercept) -1.5521352 -1.4993765 -1.439345 -1.3816655 -1.360568 -1.3480364 #> x1 0.8072454 0.8113373 0.815108 0.8198871 0.816974 0.8063483 #> x2 -2.1896572 -2.2512101 -2.313189 -2.3597102 -2.410895 -2.4710748 #> 0.99 0.99 1 #> (Intercept) -1.3414083 -1.3544278 -1.3713804 #> x1 0.8094456 0.8147631 0.8092395 #> x2 -2.5302521 -2.5736966 -2.6143741 #> #> $bootstrap_results$boot_lower$deriv #> 0 0.01 0.01 0.02 0.02 0.03 #> (Intercept) -0.7482421 -0.06839699 0.2558367 0.5095581 0.6263085 0.7598404 #> x1 -2.3870506 -2.43602398 -2.4863583 -2.5913034 -2.6474564 -2.6436578 #> x2 -6.0850313 -6.02498384 -5.4345900 -4.9421075 -4.6405935 -4.3313627 #> 0.03 0.04 0.04 0.05 0.05 0.06 #> (Intercept) 1.5351343 1.978365 2.353900 2.510867 2.617688 2.658151 #> x1 -2.5248036 -2.500018 -2.510576 -2.519661 -2.572836 -2.646196 #> x2 -0.4981824 1.057497 1.408112 1.636664 1.967388 2.095476 #> 0.06 0.07 0.07 0.08 0.08 0.09 #> (Intercept) 2.697487 2.737406 3.340303 3.624787 3.541807 3.463856 #> x1 -2.721915 -2.800900 -1.931847 -1.432616 -1.148490 -1.164966 #> x2 2.105825 2.089398 3.974654 5.141417 5.914571 6.329456 #> 0.09 0.1 0.1 0.11 0.11 0.12 #> (Intercept) 3.355360 3.196718 2.870505 2.879038 2.898159 2.8847971 #> x1 -1.135478 -1.264238 -1.381785 -1.367881 -1.048684 -0.5862148 #> x2 6.147154 6.077707 6.099867 6.334299 7.093017 7.4664107 #> 0.12 0.13 0.13 0.14 0.14 0.15 #> (Intercept) 2.8823461 2.9612912 2.9140698 2.6365350 2.2746036 2.3355116 #> x1 -0.3380221 -0.3367401 -0.2839868 -0.2906571 -0.2151741 -0.1664354 #> x2 7.8167357 7.8313770 7.8587893 8.0418154 8.0588850 8.0109834 #> 0.15 0.16 0.16 0.17 0.17 0.18 #> (Intercept) 2.445665 2.6757055 2.8638494 2.8867989 2.6614185 2.4010429 #> x1 -0.216752 -0.1781504 -0.2858941 -0.3713696 -0.3406937 -0.3019652 #> x2 7.704039 6.5956445 6.1367849 5.7992169 5.4822087 5.1982497 #> 0.18 0.19 0.19 0.2 0.2 0.21 #> (Intercept) 2.1722369 1.9566034 1.8343886 1.8355588 1.7275333 1.6379292 #> x1 -0.3079718 -0.3612309 -0.4039712 -0.3503059 -0.3977577 -0.4711858 #> x2 4.8367278 4.5916458 4.5072030 3.4542156 2.6967638 2.1436741 #> 0.21 0.22 0.22 0.23 0.23 0.24 #> (Intercept) 1.5380051 1.382771 0.9966761 0.5779903 0.5772802 0.2306804 #> x1 -0.4712976 -0.510922 -0.6139462 -0.6824249 -0.6400175 -0.4944918 #> x2 1.6782599 1.282445 0.8797133 0.3924974 0.2035743 -0.3545634 #> 0.24 0.25 0.25 0.26 0.26 0.27 #> (Intercept) -0.1013122 -0.4654935 -0.7600650 -0.9918198 -1.42533397 -2.16811630 #> x1 -0.3683611 -0.2769818 -0.2198317 -0.1429028 -0.04107026 0.04092644 #> x2 -0.9473635 -1.5130529 -2.0128310 -2.5497596 -3.22569217 -4.19784114 #> 0.27 0.28 0.28 0.29 0.29 #> (Intercept) -2.32502290 -2.60182629 -3.0525758 -3.45870512 -3.85098175 #> x1 0.01127594 0.04751576 0.1060835 0.07802355 0.04935261 #> x2 -4.33743612 -4.48006673 -4.6654631 -4.87873082 -5.20778205 #> 0.3 0.3 0.31 0.31 0.32 #> (Intercept) -4.3252311 -4.92872752 -5.70728500 -6.21578153 -6.31418920 #> x1 0.0272152 0.01283862 0.01972758 -0.00413704 -0.04812762 #> x2 -5.6342295 -6.25006490 -7.30985214 -8.00701456 -8.07247894 #> 0.32 0.33 0.33 0.34 0.34 0.35 #> (Intercept) -6.30425164 -6.411161 -6.650575 -6.8135006 -7.0768615 -7.5553088 #> x1 -0.07403595 -0.125428 -0.144295 -0.2056741 -0.3264691 -0.3794927 #> x2 -8.17644825 -8.364550 -8.605766 -8.8589234 -9.2169890 -9.8566856 #> 0.35 0.36 0.36 0.37 0.37 #> (Intercept) -8.1853624 -8.1228120 -8.1628856 -8.2981665 -8.4233781 #> x1 -0.3692136 -0.4966451 -0.4362138 -0.4201395 -0.4878125 #> x2 -11.0117721 -11.1296112 -11.0898619 -11.1090693 -11.2091678 #> 0.38 0.38 0.39 0.39 0.4 0.4 #> (Intercept) -8.5519384 -8.8957679 -9.006431 -8.974265 -9.021561 -8.990660 #> x1 -0.5921686 -0.7363054 -1.010439 -1.661876 -1.682424 -1.596403 #> x2 -11.3498639 -11.6458409 -12.371235 -13.539288 -13.589309 -13.328721 #> 0.41 0.41 0.42 0.42 0.43 0.43 #> (Intercept) -8.832122 -8.815483 -8.733266 -8.574610 -8.8456301 -9.879572 #> x1 -1.314845 -1.227680 -1.207608 -1.107448 -0.9429702 -1.198122 #> x2 -13.020525 -12.697176 -12.489690 -12.461434 -12.5196116 -13.246739 #> 0.44 0.44 0.45 0.45 0.46 0.46 #> (Intercept) -10.002164 -9.882842 -9.432645 -8.859095 -8.607879 -8.536908 #> x1 -1.260722 -1.434553 -1.609961 -1.785601 -1.986659 -2.316345 #> x2 -13.547942 -13.118609 -11.889200 -10.876927 -9.879701 -8.799955 #> 0.47 0.47 0.48 0.48 0.49 0.49 #> (Intercept) -8.743413 -8.517874 -8.351153 -8.378850 -8.035483 -7.712297 #> x1 -2.759901 -3.403558 -3.969791 -4.033985 -3.820585 -3.609398 #> x2 -7.774896 -6.373641 -5.084146 -4.857139 -4.173618 -3.439385 #> 0.5 0.5 0.51 0.51 0.52 0.52 #> (Intercept) -7.027904 -6.522426 -6.778594 -7.113240 -7.1175623 -7.170790539 #> x1 -3.495317 -3.394786 -3.379740 -3.502296 -3.7975318 -3.793908654 #> x2 -2.839918 -2.280858 -1.764753 -1.098377 -0.1398793 0.008351751 #> 0.53 0.53 0.54 0.54 0.55 0.55 #> (Intercept) -7.0447208 -6.994188 -7.026520 -7.260216 -7.485428 -7.932281 #> x1 -3.6222697 -3.312768 -3.111817 -2.786071 -2.581817 -2.530999 #> x2 0.6779238 1.575269 2.191830 2.565262 2.929841 2.713351 #> 0.56 0.56 0.57 0.57 0.58 0.58 #> (Intercept) -8.346651 -8.532204 -8.826133 -9.027638 -8.921829 -9.136981 #> x1 -2.562363 -2.513589 -2.117736 -1.750892 -1.549041 -1.404919 #> x2 2.491702 2.160931 2.005092 2.119141 2.430762 2.690736 #> 0.59 0.59 0.6 0.6 0.61 #> (Intercept) -9.728372 -10.316844 -10.5400607 -10.778187533 -10.81582043 #> x1 -1.206889 -1.166985 -1.3713872 -1.395341235 -1.27182318 #> x2 2.280226 1.746051 0.7733438 -0.009986748 -0.01958047 #> 0.61 0.62 0.62 0.63 0.63 0.64 #> (Intercept) -10.730082 -10.775060 -10.974706 -11.163484 -11.667427 -12.115953 #> x1 -1.088475 -1.078220 -1.172056 -1.296710 -1.433553 -1.604077 #> x2 1.822574 2.877169 3.910740 4.524131 5.013042 4.953678 #> 0.64 0.65 0.65 0.66 0.66 0.67 #> (Intercept) -12.838985 -12.796764 -12.134913 -11.64591 -11.364029 -10.915855 #> x1 -1.870657 -1.944344 -1.868129 -1.78856 -1.745280 -1.832369 #> x2 5.281702 5.368862 6.092342 6.31290 6.400277 6.230955 #> 0.67 0.68 0.68 0.69 0.69 0.7 #> (Intercept) -10.530117 -10.658836 -11.034467 -11.118164 -11.023705 -10.432349 #> x1 -1.999000 -2.679322 -3.350073 -3.558597 -3.422477 -3.078227 #> x2 6.233782 6.015575 5.485536 5.498610 5.221521 4.711605 #> 0.7 0.71 0.71 0.72 0.72 0.73 #> (Intercept) -10.366158 -10.437085 -10.661212 -10.974462 -12.005482 -12.220586 #> x1 -2.950672 -2.879634 -3.043599 -3.276698 -3.801602 -3.894866 #> x2 4.034550 3.610442 3.311644 2.788773 2.040098 1.655234 #> 0.73 0.74 0.74 0.75 0.75 0.76 #> (Intercept) -11.987750 -10.4703361 -9.792519 -9.464267 -9.230108 -8.891829 #> x1 -3.743510 -3.2121816 -2.939556 -2.676570 -2.271739 -2.176778 #> x2 1.284171 0.2735126 -0.633493 -1.584628 -2.581267 -3.633587 #> 0.76 0.77 0.77 0.78 0.78 0.79 #> (Intercept) -8.542230 -8.500018 -8.469484 -7.095233 -6.411924 -5.739534 #> x1 -2.279493 -2.156643 -2.031239 -1.695146 -1.510342 -1.458317 #> x2 -4.932139 -6.627032 -7.122006 -8.132823 -8.601206 -9.333850 #> 0.79 0.8 0.8 0.81 0.81 0.82 #> (Intercept) -5.555479 -5.535287 -5.324659 -5.332845 -5.273329 -4.853764 #> x1 -1.325403 -1.188005 -1.199143 -1.427387 -1.330903 -1.262921 #> x2 -10.185098 -11.140797 -12.343706 -13.963370 -14.103049 -14.209677 #> 0.82 0.83 0.83 0.84 0.84 0.85 #> (Intercept) -4.128987 -3.261733 -2.559224 -2.123673 -2.558979 -2.162270 #> x1 -1.201374 -1.251713 -1.360727 -1.492257 -1.729618 -2.073863 #> x2 -14.309456 -14.584645 -14.917502 -15.418694 -16.060164 -18.096489 #> 0.85 0.86 0.86 0.87 0.87 0.88 #> (Intercept) -2.022669 -1.416280 0.5329292 1.203832 1.189294 1.029931 #> x1 -2.236342 -2.179301 -2.1349363 -2.100776 -2.008881 -2.231672 #> x2 -18.458615 -18.239454 -17.7254485 -17.925027 -18.182978 -18.454836 #> 0.88 0.89 0.89 0.9 0.9 0.91 #> (Intercept) 1.523767 2.187625 2.402433 2.466463 2.680701 2.540240 #> x1 -2.488748 -3.081857 -3.709266 -3.878596 -3.250342 -2.920849 #> x2 -18.846615 -19.474190 -19.820405 -19.773755 -17.727302 -16.668169 #> 0.91 0.92 0.92 0.93 0.93 0.94 #> (Intercept) 2.303698 2.322514 2.048274 1.625676 1.321263 1.259808 #> x1 -2.973590 -3.259175 -3.689376 -4.273875 -4.859139 -4.836899 #> x2 -16.189166 -15.678672 -15.477144 -15.075071 -14.957508 -14.962496 #> 0.94 0.95 0.95 0.96 0.96 #> (Intercept) 1.192007 1.144126 1.046303 0.7648207 0.2604286 #> x1 -4.722493 -4.592484 -4.443696 -4.2332696 -4.0714428 #> x2 -14.821268 -14.596221 -14.450559 -14.3287443 -14.3230880 #> 0.97 0.97 0.98 0.98 0.99 0.99 #> (Intercept) 0.1459292 -1.245483 -1.281400 -1.613654 -2.061076 -2.624643 #> x1 -4.0359456 -4.040233 -3.981087 -3.977353 -3.938871 -3.926544 #> x2 -14.4931105 -14.464924 -14.600822 -14.620450 -14.513506 -14.466610 #> 1 #> (Intercept) -3.377857 #> x1 -3.905916 #> x2 -14.509039 #> #> #> $bootstrap_results$boot_upper #> $bootstrap_results$boot_upper$est #> 0 0.01 0.01 0.02 0.02 0.03 #> (Intercept) -0.7135532 -0.6665925 -0.6481497 -0.6365034 -0.6142451 -0.5900745 #> x1 0.4693918 0.4630197 0.4586133 0.4493353 0.4480975 0.4440314 #> x2 -1.5543981 -1.5400969 -1.5645562 -1.5814689 -1.5753695 -1.5616223 #> 0.03 0.04 0.04 0.05 0.05 0.06 #> (Intercept) -0.5645164 -0.5386603 -0.5144242 -0.4899480 -0.4650546 -0.4458307 #> x1 0.4359853 0.4309474 0.4259792 0.4296587 0.4327955 0.4354503 #> x2 -1.5464262 -1.5252749 -1.5119576 -1.5051674 -1.4963348 -1.4680179 #> 0.06 0.07 0.07 0.08 0.08 0.09 #> (Intercept) -0.4203825 -0.3942774 -0.3700082 -0.3455819 -0.3181120 -0.2835909 #> x1 0.4419728 0.4404554 0.4425197 0.4440745 0.4468009 0.4506976 #> x2 -1.4389428 -1.4036421 -1.3726111 -1.3407964 -1.3075217 -1.2741569 #> 0.09 0.1 0.1 0.11 0.11 0.12 #> (Intercept) -0.2489247 -0.2144250 -0.1796500 -0.1391615 -0.1049822 -0.07814424 #> x1 0.4549626 0.4595336 0.4639363 0.4631605 0.4620992 0.46133182 #> x2 -1.2404323 -1.2062247 -1.1714135 -1.1374639 -1.1012812 -1.05702860 #> 0.12 0.13 0.13 0.14 0.14 #> (Intercept) -0.0501352 -0.02172742 0.001904524 0.02576537 0.05127653 #> x1 0.4605451 0.46007927 0.459663025 0.46203469 0.46727540 #> x2 -1.0043681 -0.95326391 -0.903116471 -0.85365922 -0.80125649 #> 0.15 0.15 0.16 0.16 0.17 0.17 #> (Intercept) 0.0693606 0.08509633 0.1026083 0.1235651 0.1455293 0.1680005 #> x1 0.4728433 0.47865090 0.4839181 0.4823366 0.4825892 0.4827464 #> x2 -0.7541002 -0.70602192 -0.6512755 -0.6043965 -0.5631601 -0.5238871 #> 0.18 0.18 0.19 0.19 0.2 0.2 #> (Intercept) 0.1911823 0.2191249 0.2449135 0.2643890 0.2750584 0.2862314 #> x1 0.4863001 0.4918327 0.4962508 0.5002576 0.5063030 0.5078934 #> x2 -0.4786288 -0.4332403 -0.3928834 -0.3620440 -0.3252932 -0.3025255 #> 0.21 0.21 0.22 0.22 0.23 0.23 #> (Intercept) 0.2983941 0.3110857 0.3256446 0.3431870 0.3596933 0.3678340 #> x1 0.5103176 0.5128073 0.5169522 0.5214611 0.5255774 0.5290172 #> x2 -0.2827412 -0.2622692 -0.2378283 -0.2127566 -0.1920453 -0.1844807 #> 0.24 0.24 0.25 0.25 0.26 0.26 #> (Intercept) 0.3681818 0.3642901 0.3615307 0.3622257 0.3635666 0.3674377 #> x1 0.5333533 0.5405961 0.5489982 0.5573012 0.5655167 0.5733514 #> x2 -0.1808898 -0.1833106 -0.1865612 -0.1874647 -0.1870079 -0.1870832 #> 0.27 0.27 0.28 0.28 0.29 0.29 #> (Intercept) 0.3745561 0.3664863 0.3657122 0.3562096 0.3492693 0.3426856 #> x1 0.5798491 0.5846087 0.5924017 0.6006433 0.6106265 0.6207844 #> x2 -0.1880666 -0.2086276 -0.2315358 -0.2560912 -0.2805057 -0.3077946 #> 0.3 0.3 0.31 0.31 0.32 0.32 #> (Intercept) 0.3401063 0.3407968 0.3323441 0.3146889 0.2933752 0.2667920 #> x1 0.6307800 0.6391023 0.6483854 0.6565050 0.6644223 0.6710416 #> x2 -0.3360842 -0.3660476 -0.3992337 -0.4351793 -0.4658914 -0.5023328 #> 0.33 0.33 0.34 0.34 0.35 0.35 #> (Intercept) 0.2450337 0.2253003 0.2055708 0.1856718 0.1663012 0.1445902 #> x1 0.6790146 0.6876521 0.6964129 0.7087638 0.7226517 0.7392420 #> x2 -0.5301491 -0.5580669 -0.5906203 -0.6326885 -0.6791088 -0.7324358 #> 0.36 0.36 0.37 0.37 0.38 #> (Intercept) 0.1212861 0.08767373 0.06069135 0.03721645 0.01412665 #> x1 0.7554713 0.76700253 0.78181473 0.79845069 0.81530649 #> x2 -0.7758762 -0.81960180 -0.86368727 -0.90782400 -0.95048444 #> 0.38 0.39 0.39 0.4 0.4 #> (Intercept) -0.01026776 -0.03867489 -0.07507384 -0.1142003 -0.1514559 #> x1 0.83231778 0.84659044 0.85927016 0.8700541 0.8784276 #> x2 -0.99042645 -1.03021047 -1.06441628 -1.0946120 -1.1273493 #> 0.41 0.41 0.42 0.42 0.43 0.43 #> (Intercept) -0.1860078 -0.2209794 -0.2558274 -0.2904837 -0.3247860 -0.3581366 #> x1 0.8793200 0.8810561 0.8832566 0.8874439 0.8943923 0.9014652 #> x2 -1.1708692 -1.2055751 -1.2395962 -1.2732767 -1.3046722 -1.3353412 #> 0.44 0.44 0.45 0.45 0.46 0.46 #> (Intercept) -0.3953138 -0.4311545 -0.4573834 -0.4701541 -0.4955086 -0.5266554 #> x1 0.9048301 0.9047866 0.8980175 0.8922047 0.8874561 0.8836988 #> x2 -1.3660496 -1.3940355 -1.3966891 -1.4091692 -1.4221007 -1.4279473 #> 0.47 0.47 0.48 0.48 0.49 0.49 #> (Intercept) -0.5517520 -0.5740276 -0.5959992 -0.6167152 -0.6398755 -0.6571695 #> x1 0.8843293 0.8857703 0.8858918 0.8803922 0.8725348 0.8674649 #> x2 -1.4330187 -1.4421065 -1.4533276 -1.4499927 -1.4379371 -1.4461673 #> 0.5 0.5 0.51 0.51 0.52 0.52 #> (Intercept) -0.6801658 -0.7035919 -0.7277222 -0.7511378 -0.7706785 -0.7734765 #> x1 0.8614913 0.8549131 0.8479854 0.8401108 0.8328651 0.8237803 #> x2 -1.4524964 -1.4595712 -1.4684101 -1.4695969 -1.4669094 -1.4313539 #> 0.53 0.53 0.54 0.54 0.55 0.55 #> (Intercept) -0.7778352 -0.7902099 -0.8098500 -0.8290425 -0.8480365 -0.8578107 #> x1 0.8203653 0.8217847 0.8237275 0.8226497 0.8199722 0.8174623 #> x2 -1.4028072 -1.3796686 -1.3509541 -1.3279179 -1.2986546 -1.2578564 #> 0.56 0.56 0.57 0.57 0.58 0.58 #> (Intercept) -0.8657754 -0.8828236 -0.9037768 -0.9263899 -0.9488524 -0.9706949 #> x1 0.8154042 0.8089454 0.8105188 0.8151101 0.8199238 0.8262665 #> x2 -1.2195290 -1.1923040 -1.1661242 -1.1409820 -1.1126442 -1.0838547 #> 0.59 0.59 0.6 0.6 0.61 0.61 #> (Intercept) -0.9856449 -1.0004071 -1.0152648 -1.0291244 -1.0505151 -1.0866253 #> x1 0.8351635 0.8446892 0.8534495 0.8666022 0.8822191 0.8872534 #> x2 -1.0651338 -1.0335729 -0.9945836 -0.9676694 -0.9353501 -0.8896621 #> 0.62 0.62 0.63 0.63 0.64 0.64 #> (Intercept) -1.1199811 -1.1475331 -1.1704554 -1.1798350 -1.1854305 -1.1916380 #> x1 0.8912173 0.8974286 0.9043305 0.9118324 0.9199557 0.9287896 #> x2 -0.8459782 -0.8001672 -0.7542978 -0.7068157 -0.6537890 -0.6061974 #> 0.65 0.65 0.66 0.66 0.67 0.67 #> (Intercept) -1.1999062 -1.2122789 -1.2347116 -1.2569863 -1.2810246 -1.3043893 #> x1 0.9430166 0.9440425 0.9444794 0.9459965 0.9530673 0.9566023 #> x2 -0.5537369 -0.5107202 -0.4644262 -0.4146254 -0.3609362 -0.3042676 #> 0.68 0.68 0.69 0.69 0.7 0.7 #> (Intercept) -1.3372063 -1.3655224 -1.3928619 -1.4251256 -1.45532568 -1.4774104 #> x1 0.9588642 0.9670133 0.9746368 0.9804534 0.98846782 0.9990193 #> x2 -0.2467231 -0.1878114 -0.1440532 -0.1067705 -0.07571609 -0.0459922 #> 0.71 0.71 0.72 0.72 0.73 0.73 #> (Intercept) -1.49906548 -1.52038617 -1.5410877 -1.5603178 -1.6009221 -1.6310981 #> x1 1.01114736 1.02280417 1.0283840 1.0363561 1.0361826 1.0348626 #> x2 -0.01293913 0.02597464 0.0712138 0.1170562 0.1638099 0.1981395 #> 0.74 0.74 0.75 0.75 0.76 0.76 #> (Intercept) -1.6466591 -1.6708518 -1.6949232 -1.7191467 -1.7439367 -1.7686222 #> x1 1.0343152 1.0351258 1.0384348 1.0500870 1.0636743 1.0779007 #> x2 0.1944554 0.1975048 0.2070273 0.2195627 0.2318942 0.2402855 #> 0.77 0.77 0.78 0.78 0.79 0.79 #> (Intercept) -1.7936122 -1.827620 -1.8435975 -1.8687261 -1.8666215 -1.8864137 #> x1 1.0843727 1.083958 1.0861292 1.0958199 1.1064949 1.1171228 #> x2 0.2444818 0.233430 0.2094853 0.1786647 0.1429856 0.1146126 #> 0.8 0.8 0.81 0.81 0.82 #> (Intercept) -1.8821956 -1.87074725 -1.85368992 -1.84339473 -1.81795465 #> x1 1.1276954 1.13135562 1.13368994 1.14549155 1.15434530 #> x2 0.0972922 0.08065418 0.05819997 0.02379037 -0.02124806 #> 0.82 0.83 0.83 0.84 0.84 0.85 #> (Intercept) -1.79500092 -1.7839145 -1.765658 -1.7291493 -1.6841961 -1.637583 #> x1 1.16665448 1.1801780 1.194070 1.2035782 1.2133516 1.225795 #> x2 -0.07348321 -0.1238366 -0.168494 -0.2116436 -0.2528399 -0.291125 #> 0.85 0.86 0.86 0.87 0.87 0.88 #> (Intercept) -1.5841980 -1.5432577 -1.5111771 -1.4857845 -1.457861 -1.4158441 #> x1 1.2377609 1.2450792 1.2369781 1.2350606 1.234700 1.2356193 #> x2 -0.3394811 -0.3939532 -0.4546881 -0.5149078 -0.574278 -0.6329441 #> 0.88 0.89 0.89 0.9 0.9 0.91 #> (Intercept) -1.3692300 -1.3202739 -1.2947292 -1.2809378 -1.2665374 -1.236457 #> x1 1.2381168 1.2433532 1.2460788 1.2502305 1.2442277 1.241065 #> x2 -0.6906431 -0.7466525 -0.8167838 -0.8900947 -0.9468956 -1.009511 #> 0.91 0.92 0.92 0.93 0.93 0.94 #> (Intercept) -1.204672 -1.170553 -1.133486 -1.090773 -1.047034 -1.005337 #> x1 1.239189 1.238445 1.239096 1.242644 1.247720 1.238545 #> x2 -1.073683 -1.138208 -1.202480 -1.258946 -1.316465 -1.370092 #> 0.94 0.95 0.95 0.96 0.96 0.97 #> (Intercept) -0.9857278 -0.9606762 -0.9234888 -0.8899286 -0.8683994 -0.8504659 #> x1 1.2224651 1.2037345 1.1894238 1.1773718 1.1623875 1.1528586 #> x2 -1.4252780 -1.4790939 -1.5215295 -1.5683753 -1.6018294 -1.6244612 #> 0.97 0.98 0.98 0.99 0.99 1 #> (Intercept) -0.8367619 -0.8093184 -0.7782239 -0.7688755 -0.7664312 -0.7622964 #> x1 1.1481996 1.1402049 1.1331038 1.1325427 1.1434834 1.1591679 #> x2 -1.6384150 -1.6141044 -1.6175095 -1.6189362 -1.6180588 -1.5991477 #> #> $bootstrap_results$boot_upper$deriv #> 0 0.01 0.01 0.02 0.02 0.03 #> (Intercept) 9.562335 9.666881 9.823890 9.714348 9.627429 9.517388 #> x1 5.629039 5.122591 4.838684 4.615779 4.453470 4.292797 #> x2 13.100837 11.414473 11.382274 11.464661 11.533806 11.586043 #> 0.03 0.04 0.04 0.05 0.05 0.06 #> (Intercept) 8.795181 8.654019 8.615471 8.586352 8.566280 8.563390 #> x1 3.333787 2.723205 2.489466 2.405862 2.435719 2.461683 #> x2 11.719540 11.362391 11.477915 11.577214 11.670581 11.904918 #> 0.06 0.07 0.07 0.08 0.08 0.09 #> (Intercept) 8.614081 8.671185 8.393685 8.180656 8.215520 8.393834 #> x1 2.483318 2.504175 2.786476 2.976963 2.962533 3.090092 #> x2 12.071753 12.222013 12.792667 13.209684 13.315925 13.396451 #> 0.09 0.1 0.1 0.11 0.11 0.12 #> (Intercept) 8.582694 8.904367 9.322008 9.348700 9.026183 8.226912 #> x1 3.320018 3.563537 3.825473 3.902788 3.482151 3.200091 #> x2 13.491047 13.667347 14.097590 14.033241 13.320164 12.808606 #> 0.12 0.13 0.13 0.14 0.14 0.15 #> (Intercept) 7.984597 7.919896 7.893249 7.904827 7.996295 7.922088 #> x1 3.061556 2.987113 3.051188 3.191081 3.346853 3.339198 #> x2 12.710619 12.716093 12.637806 12.935424 13.380223 13.496637 #> 0.15 0.16 0.16 0.17 0.17 0.18 0.18 #> (Intercept) 7.675801 6.856658 6.548533 6.404568 6.503750 6.628065 6.803045 #> x1 3.139603 2.519208 2.310805 2.270329 2.242016 2.250955 2.318330 #> x2 12.844189 10.805287 10.075846 9.587526 9.194175 8.942382 8.720603 #> 0.19 0.19 0.2 0.2 0.21 0.21 0.22 #> (Intercept) 6.962691 6.981497 6.396991 6.042455 5.684682 5.306711 4.924736 #> x1 2.357057 2.333852 1.977803 1.788564 1.683162 1.616240 1.565422 #> x2 8.556864 8.411786 6.773331 5.819068 5.256606 4.819644 4.428698 #> 0.22 0.23 0.23 0.24 0.24 0.25 0.25 #> (Intercept) 4.575179 4.390466 4.341578 3.835372 3.251245 2.850040 2.5162916 #> x1 1.578837 1.576723 1.509081 1.428755 1.385014 1.423466 1.4436727 #> x2 4.040959 3.661970 3.405510 2.659509 1.787411 1.088025 0.4550599 #> 0.26 0.26 0.27 0.27 0.28 0.28 #> (Intercept) 2.2246973 1.9919183 1.631943 1.417113 0.9967807 0.2590718 #> x1 1.4679993 1.5359925 1.757389 1.827348 1.8661460 1.8285826 #> x2 -0.1486069 -0.7626053 -1.486153 -1.715507 -1.9668146 -2.3733560 #> 0.29 0.29 0.3 0.3 0.31 0.31 #> (Intercept) -0.1502728 -0.492043 -0.8490809 -1.273051 -1.789869 -2.009785 #> x1 1.8264188 1.825523 1.9259387 2.095796 2.441827 2.646591 #> x2 -2.6387796 -2.897207 -3.2048654 -3.501392 -4.179039 -4.566780 #> 0.32 0.32 0.33 0.33 0.34 0.34 #> (Intercept) -1.990487 -2.234902 -2.371572 -2.561530 -2.712725 -2.827682 #> x1 2.631882 2.555707 2.624189 2.730700 2.848063 3.053378 #> x2 -4.582487 -4.781670 -4.987029 -5.251553 -5.502612 -5.722671 #> 0.35 0.35 0.36 0.36 0.37 0.37 #> (Intercept) -2.986648 -3.190645 -3.155284 -3.435532 -3.753291 -3.972059 #> x1 3.410187 3.904319 3.893583 3.728956 3.589078 3.588499 #> x2 -6.052487 -6.418474 -6.602583 -6.834541 -7.036626 -7.133689 #> 0.38 0.38 0.39 0.39 0.4 0.4 #> (Intercept) -4.196835 -4.150276 -3.831442 -3.213765 -3.328535 -3.534472 #> x1 3.609384 3.625346 3.608086 3.935196 3.895264 3.668059 #> x2 -7.078320 -6.996610 -6.758253 -6.425816 -6.408775 -6.473715 #> 0.41 0.41 0.42 0.42 0.43 0.43 #> (Intercept) -3.634723 -3.651755 -3.493065 -3.310194 -3.068803 -2.701252 #> x1 3.208233 2.889036 2.777377 2.651940 2.632530 2.957268 #> x2 -6.560605 -6.518974 -6.430503 -6.316982 -6.213703 -5.644392 #> 0.44 0.44 0.45 0.45 0.46 0.46 #> (Intercept) -2.634952 -2.661545 -2.864587 -3.069796 -3.034195 -2.963592 #> x1 3.063717 2.931229 2.618127 2.253489 2.133810 2.106984 #> x2 -5.321101 -5.150954 -4.299840 -3.613469 -2.721593 -1.707304 #> 0.47 0.47 0.48 0.48 0.49 0.49 #> (Intercept) -2.4328880 -1.536267 -1.123026 -1.041521 -1.190619 -1.413626 #> x1 2.2863497 2.284913 2.085287 2.203959 1.739888 1.571335 #> x2 -0.1020404 1.900542 3.985878 4.567387 5.165979 5.653148 #> 0.5 0.5 0.51 0.51 0.52 0.52 #> (Intercept) -1.403473 -1.130597 -0.6666832 0.04745029 1.0553725 1.162658 #> x1 1.409808 1.168932 1.0232240 0.87157842 0.9400122 1.084908 #> x2 6.126068 6.669752 7.3014784 7.89354257 9.3864310 9.398009 #> 0.53 0.53 0.54 0.54 0.55 0.55 #> (Intercept) 0.7976943 0.2223705 -0.2111983 -0.7245782 -0.9983353 -1.298412 #> x1 1.1515922 1.1506337 1.1871150 1.3667246 1.5182196 1.701091 #> x2 9.0135196 8.6428608 8.6023460 8.7318914 8.9999696 10.101547 #> 0.56 0.56 0.57 0.57 0.58 0.58 #> (Intercept) -1.339656 -1.380196 -1.460902 -1.380277 -1.123322 -1.057151 #> x1 2.345941 2.406974 2.495296 2.829344 3.057205 3.503898 #> x2 11.472041 11.831818 11.977444 11.822650 11.917056 12.176355 #> 0.59 0.59 0.6 0.6 0.61 0.61 #> (Intercept) -0.7704971 -0.4358984 0.3606274 1.071411 1.117489 0.4373557 #> x1 4.1438565 4.6905612 5.3100040 5.924707 6.150691 5.8609765 #> x2 12.3986346 12.9958559 13.9700521 14.559291 14.648097 14.3182098 #> 0.62 0.62 0.63 0.63 0.64 0.64 #> (Intercept) 0.08717961 0.4435306 0.724929 0.8372799 1.031390 1.183724 #> x1 5.41582054 5.4731418 5.380008 5.4729447 5.690875 5.963887 #> x2 14.25267860 14.3748073 14.564000 14.7279852 14.971915 15.438281 #> 0.65 0.65 0.66 0.66 0.67 0.67 #> (Intercept) 1.176493 0.6383507 0.1298712 0.04511335 -0.3022795 -0.6189418 #> x1 5.856034 5.0337444 4.3295279 3.97709205 3.9009601 3.9905147 #> x2 15.334027 14.2958566 13.5685242 13.19731414 13.1888220 13.3261396 #> 0.68 0.68 0.69 0.69 0.7 0.7 #> (Intercept) -0.3376033 0.2465645 0.2642167 0.08732587 -0.4429335 -0.8463799 #> x1 4.1472276 4.1242973 4.1021810 3.76441267 3.3933797 3.3257854 #> x2 13.5636541 14.3316064 14.4248218 13.86088870 12.7761082 12.1382635 #> 0.71 0.71 0.72 0.72 0.73 0.73 #> (Intercept) -0.8361843 -0.9117508 -0.7572815 -0.4164533 -0.1510769 0.1148509 #> x1 3.2203376 3.2161454 3.2854611 3.4014891 3.4675267 3.4495821 #> x2 11.6469532 11.4611136 11.3676537 11.5124528 11.3666221 10.8551735 #> 0.74 0.74 0.75 0.75 0.76 0.76 0.77 #> (Intercept) 1.219055 2.208899 3.146130 3.687915 4.745684 6.552626 7.660974 #> x1 3.182975 3.150958 3.146099 3.135183 3.462675 4.156254 4.771704 #> x2 9.234800 7.820862 6.785573 5.885148 4.896326 3.898950 3.316149 #> 0.77 0.78 0.78 0.79 0.79 0.8 0.8 #> (Intercept) 7.926996 7.906643 7.899397 8.3578763 8.8023923 8.680115 9.460527 #> x1 4.818923 4.988657 5.073790 5.1134664 5.0771925 5.243281 5.622357 #> x2 3.133015 2.162592 1.212962 0.5500042 -0.1274801 -0.988034 -1.943976 #> 0.81 0.81 0.82 0.82 0.83 0.83 #> (Intercept) 10.872493 10.878936 10.453322 10.340625 10.32893 10.418113 #> x1 6.246710 6.220261 5.999290 5.615369 5.42783 5.321554 #> x2 -2.852403 -3.094717 -3.723265 -4.579563 -5.40442 -6.348469 #> 0.84 0.84 0.85 0.85 0.86 0.86 #> (Intercept) 11.093543 12.542665 14.227771 14.382723 13.932714 13.001629 #> x1 5.162442 5.058122 5.052504 4.973556 4.795088 4.243944 #> x2 -7.004951 -7.438833 -7.833628 -8.225410 -8.710367 -9.856421 #> 0.87 0.87 0.88 0.88 0.89 0.89 #> (Intercept) 13.473988 13.507960 13.598103 13.890716 14.071817 14.496086 #> x1 3.973957 3.750178 3.565645 3.275240 3.472906 3.427321 #> x2 -9.672419 -9.680804 -9.877957 -9.576647 -8.854914 -8.329220 #> 0.9 0.9 0.91 0.91 0.92 0.92 #> (Intercept) 14.685736 13.003486 12.332600 12.086296 11.526883 11.532319 #> x1 3.247413 2.632603 2.529462 2.610280 2.718864 2.822043 #> x2 -8.219073 -7.934467 -7.402991 -6.676977 -6.124782 -5.275630 #> 0.93 0.93 0.94 0.94 0.95 0.95 #> (Intercept) 12.038739 12.601344 12.408023 12.279016 12.143239 11.9940061 #> x1 2.918045 3.097680 3.293564 3.256512 3.197963 3.2007989 #> x2 -3.801774 -1.916682 -1.290514 -1.243710 -1.129526 -0.8286578 #> 0.96 0.96 0.97 0.97 0.98 0.98 #> (Intercept) 11.8312475 11.6308518 11.451140 11.329982 11.144071 10.90490 #> x1 3.3509127 3.6076050 3.976851 4.884838 4.962303 5.06155 #> x2 -0.4534618 0.2258012 1.451623 3.569732 3.993370 4.33916 #> 0.99 0.99 1 #> (Intercept) 10.690319 10.448518 10.195992 #> x1 5.338582 5.581719 5.964802 #> x2 4.746422 5.436263 6.471492 #> #> #> $bootstrap_results$significance_level #> [1] 0.05 #> #> $bootstrap_results$boot_samples #> , , 1 #> #> [,1] [,2] [,3] [,4] [,5] [,6] #> [1,] -0.9986246554 0.1635227 -2.160649139 2.5376359 4.69245395 0.2714761 #> [2,] -0.9790695600 0.1909361 -2.148664845 3.2922546 4.06963727 1.5755593 #> [3,] -0.9625914138 0.2115045 -2.143970229 3.3170133 4.05551596 1.8003154 #> [4,] -0.9459333731 0.2318769 -2.137194096 3.3345883 4.04753604 1.9751934 #> [5,] -0.9291460400 0.2521932 -2.128917177 3.3479050 4.04206489 2.1197911 #> [6,] -0.9127494588 0.2727153 -2.120648530 3.4151498 3.99546525 2.3980353 #> [7,] -0.9023856425 0.2950011 -2.124061533 4.8051272 2.88935434 6.2547366 #> [8,] -0.8839998773 0.3097139 -2.103221783 5.5119835 2.23823379 8.1971297 #> [9,] -0.8604163349 0.3217752 -2.069662319 5.8659558 1.87875807 9.2353589 #> [10,] -0.8343599103 0.3320177 -2.029968676 6.1016159 1.62581640 9.9405899 #> [11,] -0.8068819420 0.3411421 -1.986598854 6.2809292 1.42995785 10.4866150 #> [12,] -0.7784337491 0.3494464 -1.940639664 6.4322052 1.26450045 10.9519600 #> [13,] -0.7492512896 0.3570970 -1.892653691 6.5701486 1.11469574 11.3791898 #> [14,] -0.7194684588 0.3641866 -1.842950107 6.7040753 0.97064426 11.7963509 #> [15,] -0.6871007601 0.3717395 -1.794134954 7.1391239 0.91340854 12.5357432 #> [16,] -0.6551531571 0.3760922 -1.751475477 7.4453616 0.75843489 12.7987127 #> [17,] -0.6210472270 0.3813262 -1.703848245 7.6571927 0.63064454 12.9746175 #> [18,] -0.5861756071 0.3871310 -1.654102990 7.8369452 0.51535646 13.1603413 #> [19,] -0.5510722386 0.3933120 -1.603731299 8.0095661 0.39413686 13.3766454 #> [20,] -0.5159251796 0.3999224 -1.553349241 8.1902876 0.25359987 13.6392686 #> [21,] -0.4802641091 0.4065322 -1.501695898 8.3785547 0.09512623 13.9240161 #> [22,] -0.4387930315 0.4078236 -1.434445624 8.4461982 0.07963661 13.8554500 #> [23,] -0.3940163698 0.4088512 -1.354672887 8.1152818 -0.07827481 12.7965797 #> [24,] -0.3528710014 0.4088985 -1.277486590 7.6985466 -0.23901454 11.9046998 #> [25,] -0.3143339484 0.4084090 -1.207874772 7.4809139 -0.33310184 11.5157599 #> [26,] -0.2770606942 0.4082091 -1.141422637 7.3357695 -0.40960980 11.2448961 #> [27,] -0.2404663970 0.4081592 -1.076343804 7.2282684 -0.48206982 11.0167580 #> [28,] -0.2044019132 0.4083213 -1.011953974 7.1453790 -0.56018630 10.7952790 #> [29,] -0.1688943589 0.4088224 -0.947777728 7.0853410 -0.65363328 10.5555286 #> [30,] -0.1320940375 0.4062134 -0.888362689 6.9725922 -0.67353991 10.4073277 #> [31,] -0.0954506551 0.4037577 -0.825786629 6.7296951 -0.65202432 9.7834700 #> [32,] -0.0622822782 0.4029678 -0.758986693 6.1237484 -0.51940682 8.1894777 #> [33,] -0.0316016146 0.3973525 -0.709183887 5.8572772 -0.49312194 7.5350044 #> [34,] -0.0007650163 0.3936012 -0.661493488 5.6161886 -0.46296715 7.0748325 #> [35,] 0.0299562509 0.3900096 -0.616052334 5.3928265 -0.42650804 6.6955466 #> [36,] 0.0607394956 0.3864781 -0.571815788 5.1613643 -0.38395175 6.3430113 #> [37,] 0.0918336457 0.3828824 -0.528405105 4.8939950 -0.33025750 5.9880078 #> [38,] 0.1197906620 0.3803464 -0.492256650 4.7017445 -0.30637016 5.7662612 #> [39,] 0.1441843513 0.3790539 -0.461944445 4.6225710 -0.32365242 5.6701350 #> [40,] 0.1615288731 0.3818886 -0.428181649 3.9903812 -0.06685943 4.4383517 #> [41,] 0.1796407836 0.3804836 -0.409972433 3.6292153 -0.01418462 3.7192648 #> [42,] 0.1979021280 0.3801233 -0.390784900 3.3338828 0.01895271 3.1919463 #> [43,] 0.2161690583 0.3802969 -0.372142760 3.0555501 0.05357157 2.7552606 #> [44,] 0.2346457262 0.3807065 -0.353908061 2.7627728 0.08918157 2.3448299 #> [45,] 0.2536240516 0.3812173 -0.335912917 2.4174452 0.12917216 1.9171514 #> [46,] 0.2711654187 0.3817911 -0.320275073 2.0657342 0.17339614 1.4978846 #> [47,] 0.2806450575 0.3827112 -0.312839856 2.0287278 0.19687020 1.2907725 #> [48,] 0.2814880688 0.3868782 -0.307538967 1.4161604 0.44534034 0.7750460 #> [49,] 0.2766067481 0.3926057 -0.307497016 0.7139719 0.68331093 0.2314044 #> [50,] 0.2721536580 0.3982383 -0.308967370 0.1838203 0.85651176 -0.2354881 #> [51,] 0.2680572940 0.4041428 -0.310520609 -0.2925446 1.02936709 -0.6808014 #> [52,] 0.2641994934 0.4103010 -0.312341468 -0.7736880 1.21897395 -1.1565236 #> [53,] 0.2607243932 0.4166524 -0.314495925 -1.3268429 1.45434584 -1.7323607 #> [54,] 0.2581036896 0.4231045 -0.316989288 -2.0761266 1.80531920 -2.5555719 #> [55,] 0.2437110627 0.4361059 -0.333185811 -2.3254483 1.84068248 -2.7156170 #> [56,] 0.2283123012 0.4467691 -0.349654294 -2.6578063 1.90437547 -2.8412708 #> [57,] 0.2086524407 0.4569902 -0.368732788 -3.1186283 1.93645426 -3.0171571 #> [58,] 0.1884185024 0.4676686 -0.388536972 -3.5256899 1.97692340 -3.2053497 #> [59,] 0.1685617602 0.4785003 -0.408659166 -3.9264286 2.04092445 -3.4065955 #> [60,] 0.1488728066 0.4895730 -0.429311474 -4.3705311 2.13515112 -3.6445303 #> [61,] 0.1292502014 0.5010557 -0.450971453 -4.9315552 2.28457334 -3.9701159 #> [62,] 0.1095801341 0.5133864 -0.474861900 -5.7720412 2.56988845 -4.5319845 #> [63,] 0.0800889515 0.5292558 -0.501477440 -6.2404258 2.71142769 -4.9169581 #> [64,] 0.0473169880 0.5442463 -0.526766630 -6.2907545 2.67778683 -4.9710535 #> [65,] 0.0255188503 0.5533555 -0.564204027 -6.0194508 2.54436686 -5.3512825 #> [66,] 0.0025031471 0.5631255 -0.601287604 -5.8342439 2.44161410 -5.6700644 #> [67,] -0.0210353442 0.5730742 -0.638136860 -5.7001902 2.35641583 -5.9548592 #> [68,] -0.0449117684 0.5831298 -0.675072404 -5.5997018 2.27979700 -6.2403158 #> [69,] -0.0691025291 0.5933084 -0.712480491 -5.5251233 2.20519057 -6.5733927 #> [70,] -0.0938220586 0.6037417 -0.751166380 -5.4795082 2.12775642 -7.0619797 #> [71,] -0.1195444736 0.6141776 -0.792157640 -5.4128996 2.04676358 -7.6890826 #> [72,] -0.1437525231 0.6227938 -0.830906907 -5.2103580 1.95326011 -7.8499652 #> [73,] -0.1681601416 0.6282438 -0.875922797 -5.0185910 1.76598798 -8.0554134 #> [74,] -0.1934017112 0.6329361 -0.922301135 -4.8597746 1.56632375 -8.2584391 #> [75,] -0.2188970258 0.6378149 -0.968379151 -4.6900261 1.37334898 -8.4504218 #> [76,] -0.2444994936 0.6427287 -1.014470729 -4.4816849 1.16333212 -8.6553535 #> [77,] -0.2702790566 0.6475801 -1.060620126 -4.1977793 0.90025763 -8.8994990 #> [78,] -0.2964828148 0.6523000 -1.106885121 -3.7542995 0.50522767 -9.2402989 #> [79,] -0.3233712704 0.6565505 -1.154054354 -2.9706333 -0.21463887 -9.8282869 #> [80,] -0.3400368872 0.6553813 -1.206012700 -3.1075627 -0.18388936 -9.9333530 #> [81,] -0.3599083106 0.6544838 -1.258108981 -3.3184109 -0.16963922 -9.9913889 #> [82,] -0.3826788517 0.6531711 -1.309047312 -3.5976597 -0.17502668 -9.9927475 #> [83,] -0.4059195555 0.6522998 -1.361726161 -3.8499665 -0.17054523 -10.0543696 #> [84,] -0.4291803714 0.6515344 -1.415368753 -4.0989535 -0.15596625 -10.1685595 #> [85,] -0.4527224814 0.6509202 -1.470350406 -4.3810887 -0.12696231 -10.3622131 #> [86,] -0.4771011993 0.6506494 -1.527856835 -4.7621862 -0.06861103 -10.7293639 #> [87,] -0.5043214694 0.6514539 -1.592260039 -5.4451605 0.07955280 -11.6670905 #> [88,] -0.5327923461 0.6517650 -1.655240359 -5.7682011 0.11335463 -11.9837018 #> [89,] -0.5602362837 0.6509695 -1.707187664 -5.8525845 0.06636209 -11.6502979 #> [90,] -0.5847367847 0.6470801 -1.714703857 -6.0139944 -0.03099833 -10.2446483 #> [91,] -0.6096699529 0.6440222 -1.727514218 -6.1385149 -0.10796399 -9.1227397 #> [92,] -0.6344579220 0.6409660 -1.742530453 -6.2417760 -0.18661380 -8.0809761 #> [93,] -0.6590564673 0.6378784 -1.758823482 -6.3395887 -0.27710499 -6.9868664 #> [94,] -0.6832994202 0.6347457 -1.775980676 -6.4325933 -0.39918073 -5.6454666 #> [95,] -0.7071280570 0.6317313 -1.794673449 -6.4848041 -0.60394067 -3.6113421 #> [96,] -0.7346379742 0.6283003 -1.806585685 -6.4426148 -0.78192094 -1.6411083 #> [97,] -0.7644605940 0.6231410 -1.803495826 -6.4371697 -0.76261264 -1.1762866 #> [98,] -0.7961439919 0.6216468 -1.796657053 -6.3636847 -0.71016430 -0.4641472 #> [99,] -0.8285887402 0.6209929 -1.790316751 -6.2879314 -0.65416714 0.2146213 #> [100,] -0.8615493613 0.6203530 -1.785752134 -6.2008017 -0.61269116 0.8835653 #> [101,] -0.8951124895 0.6197934 -1.783028850 -6.0898216 -0.58295300 1.6244001 #> [102,] -0.9296051232 0.6194653 -1.782817761 -5.9355192 -0.56196847 2.5506743 #> [103,] -0.9658592822 0.6196225 -1.787271939 -5.7019413 -0.54579015 3.8701845 #> [104,] -1.0033546979 0.6199029 -1.793939269 -5.4275381 -0.50683494 5.5484546 #> [105,] -1.0309692588 0.6169801 -1.767795719 -5.5375031 -0.40304347 5.5235468 #> [106,] -1.0599778259 0.6186551 -1.740244133 -5.6658721 -0.21115063 5.5682314 #> [107,] -1.0904331134 0.6231159 -1.710986508 -5.8142880 0.04253947 5.6774121 #> [108,] -1.1213345349 0.6271775 -1.681518808 -5.9694561 0.26255022 5.7801180 #> [109,] -1.1519893741 0.6307375 -1.652340156 -6.1340546 0.47027930 5.8810382 #> [110,] -1.1824559452 0.6338913 -1.623388171 -6.3305207 0.69308682 5.9961974 #> [111,] -1.2127131439 0.6365565 -1.594699386 -6.5999029 0.96891540 6.1501755 #> [112,] -1.2425628547 0.6383230 -1.566485135 -7.0452517 1.37744828 6.4022375 #> [113,] -1.2779405301 0.6455459 -1.534022123 -7.1235974 1.50483956 6.3647172 #> [114,] -1.3072822612 0.6525898 -1.500375664 -6.8650705 1.52521737 6.3764019 #> [115,] -1.3192109843 0.6566584 -1.465820553 -6.0253089 1.44453370 6.6195549 #> [116,] -1.3324590050 0.6597768 -1.433284987 -5.3533991 1.38482498 6.6632462 #> [117,] -1.3470526953 0.6630956 -1.400852874 -4.7656639 1.33830951 6.6146836 #> [118,] -1.3626031813 0.6664700 -1.368199687 -4.1854482 1.30045696 6.4914994 #> [119,] -1.3790642132 0.6697950 -1.335085588 -3.5232516 1.26610423 6.2674847 #> [120,] -1.3969969281 0.6729789 -1.300886503 -2.6122045 1.22200599 5.8460023 #> [121,] -1.4105071108 0.6767273 -1.271269243 -1.9197615 1.15387665 5.6623492 #> [122,] -1.4184953283 0.6810387 -1.246067627 -1.6438991 1.08609258 5.8426743 #> [123,] -1.4322216488 0.6838222 -1.207063422 -1.5498049 0.93621165 6.7702906 #> [124,] -1.4455232546 0.6872731 -1.172939658 -1.5072130 0.82235005 7.4191769 #> [125,] -1.4587344288 0.6911116 -1.139640496 -1.4368797 0.71938962 7.9311462 #> [126,] -1.4720317198 0.6952384 -1.107330434 -1.3311136 0.61336701 8.4012374 #> [127,] -1.4855809048 0.6996957 -1.076369347 -1.1735138 0.48856293 8.8900422 #> [128,] -1.4997042289 0.7047110 -1.047489139 -0.9290631 0.32047652 9.4520614 #> [129,] -1.5119323105 0.7093253 -1.014081511 -0.7022818 0.15068643 9.9414806 #> [130,] -1.5177318924 0.7109361 -0.963580249 -0.8120993 0.13911079 10.0112028 #> [131,] -1.5306071476 0.7123096 -0.908290733 -1.1452302 0.01267428 9.7053199 #> [132,] -1.5458099280 0.7119713 -0.853277992 -1.4564439 -0.14440854 9.4796041 #> [133,] -1.5601190072 0.7112243 -0.799961374 -1.7005407 -0.27294208 9.3751658 #> [134,] -1.5741853887 0.7106435 -0.747459365 -1.9305484 -0.38021884 9.3282545 #> [135,] -1.5880800132 0.7101859 -0.695431501 -2.1692260 -0.48587739 9.3163252 #> [136,] -1.6017834491 0.7099264 -0.643760313 -2.4557213 -0.60449586 9.3467757 #> [137,] -1.6150213242 0.7099558 -0.592638089 -2.8768220 -0.75260136 9.4689460 #> [138,] -1.6301610033 0.7055186 -0.543031431 -3.1158965 -0.75434536 9.5072372 #> [139,] -1.6487438394 0.7011907 -0.493369105 -3.4451068 -0.78923040 9.2545275 #> [140,] -1.6693445122 0.6943301 -0.445805620 -3.8117420 -0.91771447 8.8323928 #> [141,] -1.6866670325 0.6845936 -0.400012332 -4.0753210 -1.09608816 8.6191290 #> [142,] -1.7043988619 0.6753313 -0.354250588 -4.3871178 -1.23301485 8.5144068 #> [143,] -1.7223285369 0.6663547 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3.6948316 3.31939266 -1.20450691 #> [6,] -0.64295525 0.14420221 -1.89880420 3.5499114 3.25273106 -0.82880790 #> [7,] -0.62846237 0.16225176 -1.91423122 3.5424926 2.59112793 2.93348021 #> [8,] -0.61147788 0.17411174 -1.89918759 3.4660844 2.27043602 4.63095771 #> [9,] -0.59547154 0.18567259 -1.87771889 3.3777891 2.06829172 5.68661253 #> [10,] -0.57980691 0.19654206 -1.85175871 3.2952637 1.92141228 6.44229157 #> [11,] -0.56438749 0.20688173 -1.82273467 3.2187468 1.80409335 7.04389662 #> [12,] -0.54919506 0.21679504 -1.79137351 3.1460924 1.70229801 7.56451832 #> [13,] -0.53423657 0.22634793 -1.75807507 3.0744236 1.60770692 8.04712006 #> [14,] -0.51953375 0.23557749 -1.72305221 3.0005409 1.51440210 8.52198982 #> [15,] -0.50423247 0.24358048 -1.68670536 3.3996503 1.20946423 10.09120028 #> [16,] -0.48669855 0.25021925 -1.64770095 3.6859196 0.94525399 11.00083898 #> [17,] -0.46745909 0.25734067 -1.60811206 3.8424050 0.75534972 11.62785956 #> [18,] -0.44733395 0.26457119 -1.56858103 3.9324291 0.59204046 12.19200960 #> [19,] -0.42652630 0.27193703 -1.52970377 3.9741700 0.43028353 12.78191381 #> [20,] -0.40490682 0.27955667 -1.49240557 3.9613487 0.25317570 13.47168674 #> [21,] -0.38254314 0.28684254 -1.45452711 3.8911366 0.06528101 14.25463347 #> [22,] -0.36446692 0.28754814 -1.38486770 4.0716630 0.04723260 14.19409857 #> [23,] -0.34231563 0.28881056 -1.31280702 4.1170989 0.38562689 13.37934355 #> [24,] -0.32133374 0.29203254 -1.24383155 4.1193878 0.81287306 12.56288609 #> [25,] -0.30268488 0.29608241 -1.17772321 4.1653804 1.05236684 12.14507596 #> [26,] -0.28472033 0.30052338 -1.11273047 4.2375187 1.22719637 11.82880867 #> [27,] -0.26732292 0.30513240 -1.04807603 4.3385140 1.37419808 11.54520476 #> [28,] -0.25060901 0.30977744 -0.98323716 4.4815784 1.51306963 11.24997564 #> [29,] -0.23498011 0.31433616 -0.91754970 4.6958157 1.65773412 10.89792187 #> [30,] -0.21291785 0.32118196 -0.85759727 4.7013294 1.75673147 10.71307316 #> [31,] -0.18804175 0.32982605 -0.79620825 4.6959085 1.80586523 10.06414228 #> [32,] -0.16089248 0.34034871 -0.73480904 4.8271518 1.79593381 8.32125252 #> [33,] -0.13670528 0.34961395 -0.68662579 4.9109054 1.82422077 7.50088251 #> [34,] -0.11225917 0.35829249 -0.64015187 4.9602223 1.87441021 6.91918365 #> [35,] -0.08789128 0.36668415 -0.59527392 5.0037163 1.93234432 6.42524959 #> [36,] -0.06368514 0.37481455 -0.55110032 5.0493269 2.00174207 5.94784220 #> [37,] -0.03972897 0.38263859 -0.50709086 5.1041644 2.09013704 5.43779365 #> [38,] -0.01486844 0.39208945 -0.47119554 5.1405040 2.14130972 5.08311122 #> [39,] 0.01117117 0.40316181 -0.44321364 5.1441352 2.14025393 4.92008893 #> [40,] 0.02986225 0.41487571 -0.40939584 4.8380484 1.81047668 3.58372612 #> [41,] 0.04958211 0.42637601 -0.39185344 4.5868252 1.66830609 2.75176977 #> [42,] 0.07018022 0.43653175 -0.37544518 4.3833235 1.59581280 2.14931041 #> [43,] 0.09128294 0.44593729 -0.36007887 4.2006969 1.54767380 1.64535247 #> [44,] 0.11279689 0.45488354 -0.34537420 4.0166825 1.51379538 1.16409019 #> [45,] 0.13481961 0.46348162 -0.33100688 3.8062158 1.49261122 0.65185227 #> [46,] 0.15646121 0.47192713 -0.31970680 3.5881787 1.47752052 0.15000003 #> [47,] 0.17422704 0.48071557 -0.31924456 3.5354796 1.42907219 -0.04635048 #> [48,] 0.18384020 0.48806863 -0.31913593 3.0639790 1.27713841 -0.43996023 #> [49,] 0.18964228 0.49607112 -0.32453587 2.4892188 1.16504958 -0.87880788 #> [50,] 0.19631652 0.50445744 -0.33208533 2.0593851 1.10746130 -1.28525349 #> [51,] 0.20340278 0.51249948 -0.33952550 1.6934929 1.05617102 -1.67311006 #> [52,] 0.21089347 0.52033762 -0.34710492 1.3409381 1.00316821 -2.08738293 #> [53,] 0.21895088 0.52810199 -0.35497812 0.9555909 0.94399182 -2.58993420 #> [54,] 0.22804550 0.53593767 -0.36325479 0.4708093 0.87578955 -3.31272431 #> [55,] 0.23091768 0.54054689 -0.38248902 0.2141493 0.92621664 -3.48054888 #> [56,] 0.22921698 0.54512490 -0.40324265 -0.1347710 0.90630194 -3.59623900 #> [57,] 0.22163102 0.54847295 -0.42849714 -0.6894881 0.82794020 -3.80168596 #> [58,] 0.21509406 0.55232254 -0.45539628 -1.1340637 0.78965328 -4.04180787 #> [59,] 0.20897842 0.55624196 -0.48277843 -1.5471625 0.75975670 -4.29195501 #> [60,] 0.20318931 0.56024966 -0.51091492 -1.9823771 0.73431832 -4.57882584 #> [61,] 0.19782579 0.56445255 -0.54043117 -2.5017169 0.71273722 -4.96122558 #> [62,] 0.19323865 0.56914967 -0.57293277 -3.2148893 0.70224698 -5.61343685 #> [63,] 0.18034776 0.57238693 -0.60801083 -3.5919015 0.72786329 -6.13345492 #> [64,] 0.16251953 0.57495876 -0.64148692 -3.6481389 0.73300378 -6.27726458 #> [65,] 0.13846044 0.58050534 -0.68381075 -3.9157584 0.75800067 -6.52418046 #> [66,] 0.11478979 0.58611407 -0.72736176 -4.1373876 0.78424412 -6.78215782 #> [67,] 0.09128363 0.59182383 -0.77159219 -4.3424966 0.80762049 -7.04316549 #> [68,] 0.06780704 0.59768984 -0.81678059 -4.5553798 0.82946238 -7.33228105 #> [69,] 0.04426286 0.60383038 -0.86361000 -4.8055981 0.85304029 -7.70444850 #> [70,] 0.02043109 0.61059151 -0.91394359 -5.1480360 0.89054882 -8.32309372 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0.4427167 -0.45299305 1.852954508 1.16126246 4.0234457 #> [44,] 0.145979626 0.4492841 -0.42636347 1.648210811 1.17336457 3.5598702 #> [45,] 0.158141958 0.4556018 -0.40025677 1.393933262 1.19887729 3.0867033 #> [46,] 0.169175103 0.4620237 -0.37668262 1.132666493 1.22813363 2.6283139 #> [47,] 0.173434104 0.4696049 -0.36160320 1.145229363 1.19892468 2.3915493 #> [48,] 0.175126416 0.4755285 -0.35327942 0.986954077 1.03539382 1.7206035 #> [49,] 0.173440697 0.4814179 -0.35074607 0.741417841 0.88925467 0.9507036 #> [50,] 0.171916436 0.4872969 -0.35016174 0.534191004 0.79997226 0.3216235 #> [51,] 0.171249589 0.4927725 -0.35026147 0.358065072 0.72259947 -0.2403352 #> [52,] 0.171177897 0.4980036 -0.35086886 0.188934998 0.64607492 -0.8073396 #> [53,] 0.171675490 0.5031114 -0.35193087 0.002373743 0.56252174 -1.4558896 #> [54,] 0.172954713 0.5082292 -0.35334214 -0.238494119 0.46226590 -2.3263759 #> [55,] 0.171870166 0.5098807 -0.36647409 -0.381617622 0.47954824 -2.6744198 #> [56,] 0.167183574 0.5124977 -0.38289296 -0.601816939 0.48161787 -2.9157755 #> [57,] 0.156682014 0.5157535 -0.40208668 -1.024301918 0.49601161 -3.1869690 #> [58,] 0.146584442 0.5188310 -0.42242371 -1.371213276 0.51267068 -3.4820938 #> [59,] 0.136895476 0.5219941 -0.44317950 -1.680648886 0.52985080 -3.7937767 #> [60,] 0.127463141 0.5252711 -0.46455312 -1.993356056 0.54972223 -4.1576810 #> [61,] 0.118252533 0.5287452 -0.48702579 -2.353354647 0.57716682 -4.6437193 #> [62,] 0.109280039 0.5326692 -0.51181486 -2.837148765 0.62885072 -5.4414825 #> [63,] 0.096534195 0.5358838 -0.54211522 -3.167894444 0.67434625 -5.9587630 #> [64,] 0.080788989 0.5387041 -0.57256759 -3.296056505 0.67964884 -6.0130823 #> [65,] 0.057103865 0.5491173 -0.61103602 -3.601054549 0.85454435 -6.2002764 #> [66,] 0.033773536 0.5592027 -0.65019566 -3.866078029 0.99798722 -6.3883847 #> [67,] 0.010532679 0.5692869 -0.68966147 -4.118329404 1.12515839 -6.5717693 #> [68,] -0.012768420 0.5795112 -0.72967277 -4.386155241 1.24905373 -6.7692698 #> 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0.842511778 5.80511587 #> [35,] -0.117948938 0.4138930 -0.56376388 5.74256454 1.020359705 5.45322405 #> [36,] -0.085546840 0.4149984 -0.52899789 5.45807201 1.207505143 5.14141381 #> [37,] -0.052453401 0.4157473 -0.49511718 5.12720689 1.425059656 4.84110415 #> [38,] -0.022709814 0.4197048 -0.46537416 4.87094491 1.573821351 4.61041678 #> [39,] 0.002775224 0.4272607 -0.43904583 4.74431596 1.620202183 4.43992702 #> [40,] 0.018131897 0.4355444 -0.40507545 4.06562975 1.373865438 3.58127654 #> [41,] 0.033116733 0.4425743 -0.38701224 3.51584524 1.276901529 3.03684439 #> [42,] 0.048788419 0.4490923 -0.36861542 3.06137216 1.231973514 2.64034198 #> [43,] 0.065031467 0.4551478 -0.35073723 2.64023474 1.210693684 2.31401789 #> [44,] 0.081875586 0.4608935 -0.33332796 2.20167418 1.206653516 2.00541033 #> [45,] 0.099639766 0.4663601 -0.31629241 1.68711969 1.221916869 1.68253623 #> [46,] 0.115651350 0.4719993 -0.30180440 1.15195487 1.241437584 1.38123772 #> [47,] 0.120437071 0.4791030 -0.29506801 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[176,] -1.767790623 1.1240242 -0.9602012 6.862130585 0.64600640 -10.4969703 #> [177,] -1.740244406 1.1298394 -1.0098933 7.515940017 0.21733992 -10.6000466 #> [178,] -1.715835067 1.1376789 -1.0591290 8.320313205 -0.33457934 -10.7056413 #> [179,] -1.682789622 1.1399874 -1.1101527 8.928450974 -0.73450901 -10.6899494 #> [180,] -1.639407058 1.1363598 -1.1634018 9.208480157 -0.90138830 -10.5830677 #> [181,] -1.594237100 1.1292965 -1.2006795 8.896284454 -1.17834273 -9.5445261 #> [182,] -1.555346929 1.1250828 -1.2451028 8.771517762 -1.37787404 -8.9193811 #> [183,] -1.517287009 1.1216825 -1.2912415 8.766972383 -1.59112508 -8.4072032 #> [184,] -1.479809677 1.1188533 -1.3380468 8.850914459 -1.83899302 -7.8930906 #> [185,] -1.443274874 1.1169406 -1.3861042 9.029284195 -2.15257817 -7.2932139 #> [186,] -1.408418211 1.1166833 -1.4367921 9.347238577 -2.58874136 -6.4808768 #> [187,] -1.372309115 1.1144724 -1.4852904 9.652044101 -3.01068488 -5.6805116 #> [188,] -1.324669602 1.0992661 -1.5129153 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#> [,1] [,2] [,3] [,4] [,5] [,6] #> [1,] -1.174213003 0.3750704 -1.78718053 7.177901992 0.15702254 7.01635384 #> [2,] -1.123523537 0.3771820 -1.77468337 6.797454519 0.59142675 8.03477114 #> [3,] -1.089102938 0.3814402 -1.73015810 6.753636132 0.55725688 7.77668528 #> [4,] -1.055004253 0.3852671 -1.68792213 6.720916471 0.52757312 7.57331967 #> [5,] -1.021127475 0.3887446 -1.64744455 6.694689708 0.50094421 7.40341963 #> [6,] -0.987398579 0.3920230 -1.60774969 6.674048927 0.46762461 7.18288212 #> [7,] -0.953161510 0.3959527 -1.56301818 6.707484534 0.24527499 5.31559814 #> [8,] -0.918454552 0.3984088 -1.53349004 6.711973689 0.02983094 3.92714793 #> [9,] -0.883578384 0.3993560 -1.50894768 6.727476446 -0.06298885 3.30388640 #> [10,] -0.848699677 0.3996144 -1.48786241 6.742348635 -0.12703826 2.88879700 #> [11,] -0.813860302 0.3995309 -1.46874548 6.753787216 -0.17559497 2.57278503 #> [12,] -0.779041608 0.3992101 -1.45102214 6.762340878 -0.21662730 2.30368265 #> [13,] -0.744233444 0.3987041 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[26,] -0.292713075 0.3865319 -1.10088299 6.139991091 0.70582135 9.02847859 #> [27,] -0.261151789 0.3874101 -1.06579802 5.922381078 0.84814295 9.35854655 #> [28,] -0.229286459 0.3883729 -1.03073757 5.710658887 0.98451878 9.70219079 #> [29,] -0.196839910 0.3892517 -0.99614732 5.476596399 1.12917665 10.09309431 #> [30,] -0.167529895 0.3934287 -0.94961038 5.306812215 1.20828812 10.25031621 #> [31,] -0.140881642 0.3998259 -0.89421071 5.173577847 1.20652276 9.90412986 #> [32,] -0.118168248 0.4081289 -0.83192334 4.965292045 1.09761981 8.65628219 #> [33,] -0.093446210 0.4129897 -0.78589402 4.784822312 1.11141241 8.12574689 #> [34,] -0.068550465 0.4183104 -0.74173975 4.614648091 1.12615247 7.82315427 #> [35,] -0.043319636 0.4233923 -0.69932091 4.445305197 1.14738428 7.61195466 #> [36,] -0.017722746 0.4283295 -0.65801524 4.258993185 1.17549214 7.44752449 #> [37,] 0.008439318 0.4330951 -0.61759649 4.032062930 1.21389617 7.31375558 #> [38,] 0.031621674 0.4385627 -0.57719423 3.874467488 1.23752605 7.16266236 #> [39,] 0.051279011 0.4449044 -0.53693225 3.830065408 1.23518163 6.97670600 #> [40,] 0.062523057 0.4533815 -0.49060129 3.558937748 1.02438607 5.41987508 #> [41,] 0.075101964 0.4597174 -0.45968605 3.261277447 0.97991343 4.47814998 #> [42,] 0.088658955 0.4658452 -0.43198763 3.007027957 0.96119897 3.83090694 #> [43,] 0.102952590 0.4715931 -0.40615180 2.769012181 0.95227912 3.30309696 #> [44,] 0.117872842 0.4770962 -0.38152823 2.518678284 0.95049610 2.81193483 #> [45,] 0.133567072 0.4823891 -0.35769423 2.220563778 0.95788554 2.30496617 #> [46,] 0.148475218 0.4875678 -0.33712145 1.908176325 0.97142532 1.81903047 #> [47,] 0.156920221 0.4930923 -0.32674809 1.859879093 0.95591830 1.60324893 #> [48,] 0.159651643 0.4982898 -0.31939771 1.507635577 0.85841806 1.10519739 #> [49,] 0.157946218 0.5039793 -0.31656484 1.036518295 0.80215225 0.57137725 #> [50,] 0.156305543 0.5100383 -0.31516958 0.652133572 0.78403817 0.12530298 #> [51,] 0.155353093 0.5159317 -0.31403802 0.319537262 0.76601266 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2.6994260 2.7778349590 7.67538068 #> [33,] 0.088854920 0.2960627 -0.7127760 2.9473827 2.5133694752 7.31794716 #> [34,] 0.102138834 0.3110140 -0.6732221 3.1331943 2.3341961171 6.99910106 #> [35,] 0.114918413 0.3255875 -0.6331101 3.3196802 2.1805614254 6.70155649 #> [36,] 0.127148186 0.3399919 -0.5923029 3.5301618 2.0311188521 6.38621682 #> [37,] 0.138478720 0.3544304 -0.5505873 3.7972347 1.8688826400 6.01566779 #> [38,] 0.153387319 0.3669670 -0.5149921 3.9743858 1.7416065281 5.77869010 #> [39,] 0.172904965 0.3771713 -0.4853693 3.9932540 1.6694452611 5.71934030 #> [40,] 0.187732035 0.3869705 -0.4505875 3.6865965 1.2454259300 4.49474857 #> [41,] 0.202301576 0.3944143 -0.4303873 3.5121710 0.9546645642 3.84154125 #> [42,] 0.217660299 0.4007733 -0.4094331 3.3749397 0.7422015543 3.36860306 #> [43,] 0.233326245 0.4066340 -0.3891081 3.2547369 0.5595380664 2.97458716 #> [44,] 0.249252320 0.4122400 -0.3692009 3.1365254 0.3812054856 2.60116035 #> [45,] 0.265505730 0.4177636 -0.3495025 3.0040059 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[4,] -0.790149398 0.1498661 -1.77446593 4.61102916 1.32111414 0.99400807 #> [5,] -0.768083137 0.1556090 -1.77064632 4.72025944 1.36498170 1.05960025 #> [6,] -0.745231381 0.1616768 -1.76681468 4.81492472 1.41470790 1.19197965 #> [7,] -0.723239434 0.1671635 -1.76723137 4.80708333 1.71211818 3.06180431 #> [8,] -0.698922482 0.1733686 -1.75216770 4.70973648 1.87896959 3.77765177 #> [9,] -0.675838940 0.1814408 -1.73407780 4.67636540 1.95998352 4.26250241 #> [10,] -0.653137391 0.1902085 -1.71400505 4.65887970 2.01385083 4.61094111 #> [11,] -0.630599740 0.1993628 -1.69251620 4.65026651 2.05612586 4.88847117 #> [12,] -0.608143094 0.2087742 -1.66995049 4.64774183 2.09297392 5.12763780 #> [13,] -0.585728487 0.2183829 -1.64650206 4.65022018 2.12763494 5.34795448 #> [14,] -0.563332595 0.2281581 -1.62228167 4.65742489 2.16220917 5.56310222 #> [15,] -0.540355950 0.2377404 -1.59654837 5.12579867 2.16148374 7.09888081 #> [16,] -0.515024376 0.2442846 -1.56794886 5.46821297 2.08749306 8.00942054 #> [17,] 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#> [30,] -0.152524430 0.3846466 -0.93591019 3.66898585 1.98584387 10.61471337 #> [31,] -0.133981055 0.3960630 -0.87648486 3.59315386 1.88945698 10.16529771 #> [32,] -0.115673178 0.4085998 -0.81543965 3.53654381 1.55563232 8.87937228 #> [33,] -0.098587588 0.4173983 -0.76804268 3.46301914 1.46863030 8.26590147 #> [34,] -0.081343117 0.4259959 -0.72092659 3.39297206 1.40602005 7.85485473 #> [35,] -0.064065399 0.4341104 -0.67493275 3.32644185 1.35859816 7.52192195 #> [36,] -0.046724345 0.4419610 -0.62957295 3.25601756 1.31893936 7.21396047 #> [37,] -0.029262176 0.4495987 -0.58455273 3.17279732 1.28421742 6.90048903 #> [38,] -0.012222625 0.4566206 -0.54411421 3.09649627 1.25961849 6.67023545 #> [39,] 0.004105115 0.4632641 -0.50809474 3.04172684 1.23867567 6.53485808 #> [40,] 0.017882318 0.4710599 -0.47055543 2.97846441 0.95063706 5.30567939 #> [41,] 0.030930780 0.4765815 -0.44527658 2.83747884 0.85853830 4.48090671 #> [42,] 0.044492011 0.4820872 -0.42074945 2.70320611 0.79675237 3.90391946 #> [43,] 0.058586311 0.4872302 -0.39696526 2.57029570 0.74574908 3.43351328 #> [44,] 0.073126397 0.4921580 -0.37374016 2.42294905 0.69869894 2.99484930 #> [45,] 0.088210549 0.4969329 -0.35083546 2.23902147 0.65227219 2.53950844 #> [46,] 0.102576156 0.5012777 -0.33033877 2.05210605 0.61101695 2.09369580 #> [47,] 0.112021371 0.5045393 -0.31832658 2.07660138 0.58940132 1.87175020 #> [48,] 0.116362331 0.5085535 -0.31172612 1.84747754 0.52506162 1.23303756 #> [49,] 0.116678581 0.5131565 -0.31065221 1.48412627 0.51593061 0.52008860 #> [50,] 0.116998285 0.5180829 -0.31122203 1.19353481 0.52815070 -0.06669946 #> [51,] 0.117880663 0.5229645 -0.31223136 0.96151110 0.53091311 -0.60283037 #> [52,] 0.119185811 0.5277913 -0.31359394 0.75422208 0.52510583 -1.15506567 #> [53,] 0.120901417 0.5326241 -0.31524268 0.54475267 0.51033926 -1.79904879 #> [54,] 0.123199758 0.5375469 -0.31698870 0.30028293 0.48470977 -2.67789536 #> [55,] 0.125205226 0.5395897 -0.33235462 0.03654745 0.57861133 -2.93362995 #> 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[131,] -1.622284154 0.7348349 -0.66196551 -2.92933467 0.44192824 10.98570751 #> [132,] -1.651898938 0.7453486 -0.60209737 -3.39052510 0.73529584 9.96336349 #> [133,] -1.680832056 0.7546553 -0.54286952 -3.74131132 0.96943303 9.28004165 #> [134,] -1.708873538 0.7632078 -0.48422803 -4.02028743 1.17009163 8.67191248 #> [135,] -1.736438521 0.7711318 -0.42534265 -4.25700706 1.36464857 8.05101868 #> [136,] -1.763718532 0.7783546 -0.36532012 -4.47022807 1.58175352 7.33474700 #> [137,] -1.790732486 0.7845295 -0.30319800 -4.66754864 1.86343923 6.41593877 #> [138,] -1.815496097 0.7940007 -0.27017785 -5.02974636 1.98944528 6.43390879 #> [139,] -1.839631499 0.8030807 -0.23803538 -5.21169423 1.97684692 5.99296281 #> [140,] -1.861594443 0.8110787 -0.21335836 -5.23616158 1.87552428 5.34653044 #> [141,] -1.884708301 0.8202276 -0.19069357 -5.35737618 1.87248307 4.97427954 #> [142,] -1.907207033 0.8289544 -0.16675755 -5.54466443 1.89335073 4.66635262 #> [143,] -1.929254193 0.8373406 -0.14243063 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4.27126143 1.36870056 6.12401306 #> [39,] 0.12537272 0.418570641 -0.5409522 4.28837725 1.36369814 5.88796965 #> [40,] 0.13836789 0.427659713 -0.4999915 3.87027465 1.18459441 4.53662934 #> [41,] 0.15208924 0.435233366 -0.4757829 3.56555116 1.12617414 3.67326403 #> [42,] 0.16636215 0.442492776 -0.4529898 3.32393713 1.09780611 3.05053922 #> [43,] 0.18098960 0.449397313 -0.4313302 3.11056036 1.07996209 2.52872952 #> [44,] 0.19596136 0.456071889 -0.4104194 2.89950772 1.06807423 2.02852125 #> [45,] 0.21140560 0.462557188 -0.3899157 2.66229477 1.06266767 1.49465351 #> [46,] 0.22645420 0.468762481 -0.3727144 2.41208524 1.06691660 0.97346438 #> [47,] 0.23753388 0.474682053 -0.3670301 2.32272538 1.06861869 0.77514854 #> [48,] 0.24082224 0.480574320 -0.3626156 1.77218377 1.02751359 0.37336705 #> [49,] 0.23891420 0.487461716 -0.3634907 1.12041605 1.02300081 -0.09038532 #> [50,] 0.23730173 0.494857014 -0.3665310 0.60830996 1.04972399 -0.51409534 #> [51,] 0.23620642 0.502131460 -0.3696919 0.14981999 1.08082599 -0.91184865 #> [52,] 0.23555366 0.509357573 -0.3731427 -0.31250242 1.11805608 -1.33171255 #> [53,] 0.23549381 0.516623795 -0.3770293 -0.84303483 1.17013720 -1.83542598 #> [54,] 0.23655869 0.524026982 -0.3815068 -1.55498910 1.26319374 -2.55195295 #> [55,] 0.22671797 0.531679554 -0.3968292 -1.83043678 1.31902357 -2.72434816 #> [56,] 0.21385777 0.539118683 -0.4141248 -2.18368452 1.32520727 -2.83947050 #> [57,] 0.19474402 0.546570170 -0.4362625 -2.74051339 1.31260065 -3.06101809 #> [58,] 0.17506869 0.554915921 -0.4599089 -3.22349090 1.33343765 -3.30794043 #> [59,] 0.15577988 0.563439878 -0.4841487 -3.68566325 1.36205234 -3.55722975 #> [60,] 0.13671960 0.572173895 -0.5091946 -4.18257214 1.40009967 -3.83532715 #> [61,] 0.11784289 0.581289982 -0.5356490 -4.78999242 1.45811307 -4.19708663 #> [62,] 0.09918311 0.591252576 -0.5650855 -5.66322570 1.57391506 -4.80287795 #> [63,] 0.07018018 0.601569623 -0.5969410 -6.19563792 1.71322794 -5.34753588 #> [64,] 0.03647249 0.611419903 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6.6199935 0.52827208 5.5118050 #> [2,] -0.823349050 0.3016166 -2.3008009 6.5702890 0.35469785 5.8243457 #> [3,] -0.791176319 0.3058259 -2.2772655 6.5868942 0.21606354 6.1610647 #> [4,] -0.758719589 0.3087433 -2.2504867 6.5982616 0.10452108 6.4284651 #> [5,] -0.726121938 0.3106719 -2.2213500 6.6074586 0.01035238 6.6524700 #> [6,] -0.693454862 0.3118675 -2.1908292 6.6054572 -0.07739092 6.9196563 #> [7,] -0.662617688 0.3128356 -2.1621844 6.3038112 -0.24175942 8.8132370 #> [8,] -0.636061905 0.3137221 -2.1250567 6.1186523 -0.32488808 9.3731985 #> [9,] -0.607913860 0.3133461 -2.0811240 5.9866022 -0.37622268 9.7847854 #> [10,] -0.579826201 0.3125425 -2.0347049 5.8815239 -0.41586514 10.0860482 #> [11,] -0.551885474 0.3114739 -1.9867013 5.7956538 -0.45083728 10.3367584 #> [12,] -0.524126204 0.3102137 -1.9375517 5.7215387 -0.48435581 10.5611641 #> [13,] -0.496555168 0.3087944 -1.8874636 5.6540864 -0.51846365 10.7750483 #> [14,] -0.469179923 0.3072297 -1.8365397 5.5892598 -0.55484014 10.9902714 #> [15,] -0.443125404 0.3096881 -1.7851796 5.4054711 -0.11684219 11.2783777 #> [16,] -0.417300824 0.3124348 -1.7367242 5.2549166 0.13687821 11.2538508 #> [17,] -0.390482188 0.3149928 -1.6865027 5.1348903 0.29735556 11.3023118 #> [18,] -0.363257178 0.3173372 -1.6362380 5.0209044 0.42242503 11.3986891 #> [19,] -0.335648956 0.3195230 -1.5863468 4.8953448 0.53057193 11.5365157 #> [20,] -0.307464716 0.3215001 -1.5372047 4.7369761 0.63616127 11.7307468 #> [21,] -0.278862607 0.3231589 -1.4878261 4.5359608 0.75236909 11.9685443 #> [22,] -0.255297718 0.3253326 -1.4244246 4.5351385 0.86466582 11.8097759 #> [23,] -0.229527740 0.3282427 -1.3618047 4.5247336 0.97278500 11.2730012 #> [24,] -0.204064331 0.3314742 -1.3026509 4.5496336 1.06177838 10.7727297 #> [25,] -0.179619573 0.3345820 -1.2454377 4.5793259 1.13946130 10.4897437 #> [26,] -0.155442964 0.3375518 -1.1884756 4.6018654 1.21794409 10.2649942 #> [27,] -0.131505393 0.3403759 -1.1316198 4.6234236 1.30482368 10.0565969 #> [28,] -0.107811686 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4.0831149 #> [42,] 0.182809737 0.4321816 -0.4951355 3.4020084 0.61467236 3.6130074 #> [43,] 0.199145841 0.4366589 -0.4731173 3.1275198 0.56711620 3.2450645 #> [44,] 0.215840409 0.4410330 -0.4517321 2.8468840 0.52186748 2.9133407 #> [45,] 0.233120816 0.4453354 -0.4308098 2.5232573 0.47438710 2.5812318 #> [46,] 0.249558996 0.4491295 -0.4117171 2.1837815 0.43442832 2.2611975 #> [47,] 0.259717918 0.4513801 -0.3982893 2.0872534 0.43651322 2.0709196 #> [48,] 0.263196791 0.4551194 -0.3902904 1.5768883 0.49151242 1.5177344 #> [49,] 0.262422519 0.4596059 -0.3879137 1.0022982 0.56619413 0.8574766 #> [50,] 0.262277267 0.4641005 -0.3876649 0.5546672 0.63070487 0.3088898 #> [51,] 0.262688600 0.4686317 -0.3880605 0.1444316 0.69391905 -0.1769732 #> [52,] 0.263548281 0.4732129 -0.3890089 -0.2794261 0.76239671 -0.6635750 #> [53,] 0.265033114 0.4778563 -0.3905511 -0.7768804 0.84768880 -1.2172811 #> [54,] 0.267718222 0.4825671 -0.3927690 -1.4566473 0.97831378 -1.9617594 #> [55,] 0.258450581 0.4887239 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[199,] -1.056760838 0.9441392 -2.0478804 9.8902911 -4.02383862 -3.2994646 #> [200,] -1.010763272 0.9250608 -2.0665946 9.6262538 -3.93671719 -3.3797072 #> #> , , 65 #> #> [,1] [,2] [,3] [,4] [,5] [,6] #> [1,] -0.864248339 0.3194132 -1.8590211 6.02624595 0.94737456 -3.055696603 #> [2,] -0.828177885 0.3423240 -1.8671038 6.49166326 0.68166231 -3.100682354 #> [3,] -0.797410485 0.3466937 -1.8906233 6.59458079 0.60256614 -2.606913152 #> [4,] -0.765609551 0.3505266 -1.9093799 6.67317298 0.53815461 -2.218309595 #> [5,] -0.733133510 0.3538469 -1.9247861 6.73803178 0.48401385 -1.893716380 #> [6,] -0.700212518 0.3568071 -1.9382238 6.77379718 0.43353831 -1.496486322 #> [7,] -0.670567403 0.3601353 -1.9527054 6.18771505 0.34136904 1.581118513 #> [8,] -0.641280182 0.3625970 -1.9459533 5.91706314 0.25099265 2.978341282 #> [9,] -0.614239605 0.3646500 -1.9323510 5.69953218 0.21094292 3.893710028 #> [10,] -0.588264579 0.3664291 -1.9145871 5.52879294 0.17989971 4.567854311 #> [11,] -0.563029356 0.3680560 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[103,] -0.70921072 0.4519337 -1.9068540 -0.917258056 -2.21865242 -1.07435158 #> [104,] -0.72645690 0.4456639 -1.9214236 0.121906101 -2.57498273 -0.25873456 #> [105,] -0.72481119 0.4311691 -1.9185028 0.077961382 -2.53212587 -0.06646457 #> [106,] -0.74216183 0.4275020 -1.9051037 -0.494875057 -2.24138133 0.66210538 #> [107,] -0.77093411 0.4308719 -1.8814336 -1.363353707 -1.75845959 1.64115915 #> [108,] -0.79712818 0.4329468 -1.8599002 -2.025693214 -1.39713166 2.46154780 #> [109,] -0.82264506 0.4343010 -1.8399660 -2.603157945 -1.10213331 3.22480657 #> [110,] -0.84781288 0.4352018 -1.8213558 -3.167660462 -0.83466853 4.02634587 #> [111,] -0.87271470 0.4356883 -1.8043893 -3.806447754 -0.55924329 4.98994787 #> [112,] -0.89711538 0.4355420 -1.7903710 -4.703897738 -0.21874876 6.36619793 #> [113,] -0.92762512 0.4374301 -1.7557442 -5.176182275 0.03121083 6.76307232 #> [114,] -0.96513793 0.4472568 -1.7083006 -5.847830086 0.57745136 7.47299165 #> [115,] -1.01927226 0.4770543 -1.6362132 -6.998876260 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6.56790172 0.22495608 1.97242800 #> [4,] -0.923989280 0.1078423 -1.842843707 6.78397509 0.31737087 1.98320914 #> [5,] -0.891951980 0.1083277 -1.833946858 6.96599489 0.39586350 1.99308595 #> [6,] -0.858545680 0.1093071 -1.825679860 7.12897716 0.48886720 2.09780280 #> [7,] -0.825484560 0.1091982 -1.825830870 7.27605470 1.12686648 4.39853821 #> [8,] -0.790337344 0.1128052 -1.812709737 7.21600290 1.53357641 5.24711215 #> [9,] -0.755112063 0.1189639 -1.791600009 7.22823614 1.74176943 5.74956626 #> [10,] -0.719880030 0.1263882 -1.767253132 7.24969893 1.88732075 6.08791321 #> [11,] -0.684544294 0.1345521 -1.740915866 7.27768984 2.00173292 6.35044643 #> [12,] -0.649088238 0.1432449 -1.713214725 7.31052245 2.10074844 6.57360931 #> [13,] -0.613496698 0.1523606 -1.684472846 7.34847856 2.19293611 6.77760410 #> [14,] -0.577751954 0.1618446 -1.654876113 7.39269964 2.28412647 6.97552433 #> [15,] -0.549677689 0.1725800 -1.617373797 6.99050859 2.50278344 7.98147679 #> [16,] -0.522152316 0.1790284 -1.580998705 6.63717961 2.62365407 8.54156674 #> [17,] -0.493823933 0.1874268 -1.542254165 6.40625985 2.69953956 8.93451507 #> [18,] -0.465025938 0.1968054 -1.503100009 6.23170057 2.76982548 9.27193577 #> [19,] -0.435866866 0.2064412 -1.464106142 6.08396526 2.84622253 9.59681513 #> [20,] -0.406329892 0.2160635 -1.425604539 5.94283432 2.93634133 9.94208208 #> [21,] -0.376129200 0.2260050 -1.386588597 5.78211697 3.03488903 10.31167447 #> [22,] -0.345121865 0.2408646 -1.334538549 5.56713934 3.01688249 10.42976003 #> [23,] -0.319395643 0.2572791 -1.274301299 5.03833202 2.88695258 10.32601780 #> [24,] -0.298651162 0.2742479 -1.214066796 4.37194773 2.77115517 10.35930066 #> [25,] -0.277340151 0.2906928 -1.158700081 3.87459208 2.71770470 10.50431886 #> [26,] -0.255001103 0.3064891 -1.105237531 3.43791330 2.67801767 10.67150835 #> [27,] -0.231813320 0.3220629 -1.053249332 2.99955241 2.64197815 10.87199550 #> [28,] -0.207423756 0.3375212 -1.002812674 2.50349748 2.60550664 11.13112716 #> [29,] 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5.6494366 #> [117,] 6.3489887 #> [118,] 6.9230917 #> [119,] 7.4553022 #> [120,] 8.0095677 #> [121,] 8.4966182 #> [122,] 8.8888019 #> [123,] 10.0360577 #> [124,] 10.9175260 #> [125,] 11.6211654 #> [126,] 12.2816323 #> [127,] 12.9903097 #> [128,] 13.8608174 #> [129,] 14.7711035 #> [130,] 15.0741204 #> [131,] 14.6373242 #> [132,] 14.3480082 #> [133,] 14.3131163 #> [134,] 14.4123582 #> [135,] 14.6345144 #> [136,] 15.0439376 #> [137,] 15.8295986 #> [138,] 15.6066883 #> [139,] 14.6592673 #> [140,] 13.2002248 #> [141,] 12.2427063 #> [142,] 11.4736413 #> [143,] 10.7629518 #> [144,] 10.0278387 #> [145,] 9.1829759 #> [146,] 8.7504036 #> [147,] 8.3700912 #> [148,] 7.0140679 #> [149,] 5.7432239 #> [150,] 4.6516996 #> [151,] 3.5871259 #> [152,] 2.4030346 #> [153,] 0.8869265 #> [154,] -0.4855968 #> [155,] -0.9361481 #> [156,] -1.4539365 #> [157,] -2.1129571 #> [158,] -2.7229553 #> [159,] -3.3122881 #> [160,] -3.9584317 #> [161,] -4.7679369 #> [162,] -5.7988667 #> [163,] -6.1046301 #> [164,] -7.1656905 #> [165,] -8.7559142 #> [166,] -9.9505196 #> [167,] -10.9420169 #> [168,] -11.8988421 #> [169,] -12.9826084 #> [170,] -14.5159525 #> [171,] -15.3133924 #> [172,] -15.9022852 #> [173,] -16.7411443 #> [174,] -17.3472327 #> [175,] -17.9004106 #> [176,] -18.4978829 #> [177,] -19.2584206 #> [178,] -20.4518294 #> [179,] -21.2925258 #> [180,] -21.2760286 #> [181,] -19.2655680 #> [182,] -18.0938443 #> [183,] -17.2376455 #> [184,] -16.4733352 #> [185,] -15.6662622 #> [186,] -14.6297178 #> [187,] -13.3505447 #> [188,] -12.8336115 #> [189,] -12.2989385 #> [190,] -11.7187125 #> [191,] -11.0531921 #> [192,] -10.2421658 #> [193,] -9.1792324 #> [194,] -7.6446603 #> [195,] -5.0778391 #> [196,] -4.8721463 #> [197,] -4.6735359 #> [198,] -4.4381435 #> [199,] -4.1417396 #> [200,] -3.7456565 #> #> , , 84 #> #> [,1] [,2] [,3] [,4] [,5] [,6] #> [1,] -0.833775798 0.2625453 -1.91674653 6.65069181 -3.291167962 1.9573209 #> [2,] -0.794840093 0.2513561 -1.90901654 7.57919010 -4.136974743 3.0858791 #> [3,] -0.758000923 0.2320473 -1.90331438 7.57651563 -4.233106868 3.6428724 #> [4,] -0.721059512 0.2119636 -1.89216464 7.57665028 -4.311368348 4.0861140 #> [5,] -0.684038276 0.1912329 -1.87711877 7.57894771 -4.377204791 4.4590082 #> [6,] -0.646725526 0.1695287 -1.85919889 7.52975605 -4.362789617 4.8200328 #> [7,] -0.609138996 0.1432217 -1.83846418 6.10149669 -2.555180653 5.8473213 #> [8,] -0.580849659 0.1310314 -1.80979865 5.14830378 -1.425355025 6.0030916 #> [9,] -0.555825454 0.1228737 -1.77963781 4.62580956 -0.838417964 6.2581618 #> [10,] -0.533216009 0.1176506 -1.74881754 4.25591123 -0.435738486 6.4740692 #> [11,] -0.512114108 0.1141917 -1.71732464 3.96846318 -0.130500484 6.6682211 #> [12,] -0.492139995 0.1120131 -1.68523370 3.72583737 0.122912793 6.8507584 #> [13,] -0.473086710 0.1108436 -1.65257808 3.50690710 0.348844189 7.0311694 #> [14,] -0.454845174 0.1105299 -1.61936120 3.29724631 0.563059865 7.2182160 #> [15,] -0.441731316 0.1140974 -1.58259644 3.10582061 1.287198723 8.6470195 #> [16,] -0.426722451 0.1178447 -1.54178445 2.92726932 1.855133896 9.4968826 #> [17,] -0.410406830 0.1216796 -1.50151257 2.77434413 2.215178346 10.0613867 #> [18,] -0.393277082 0.1256577 -1.46190024 2.61231868 2.506868666 10.5450345 #> [19,] -0.375271222 0.1294187 -1.42309421 2.41786571 2.788020641 11.0311939 #> [20,] -0.356048110 0.1326078 -1.38578851 2.15725405 3.093429907 11.5881707 #> [21,] -0.335883777 0.1358098 -1.34831972 1.81181687 3.429756427 12.2217692 #> [22,] -0.325042261 0.1488285 -1.28504200 1.80848833 3.545581055 12.1722972 #> [23,] -0.312756503 0.1641798 -1.22590849 2.05491234 3.403553915 12.0834238 #> [24,] -0.299424406 0.1797486 -1.16813132 2.38705731 3.185753037 11.9865333 #> [25,] -0.286573590 0.1943746 -1.10880939 2.58033175 3.086605474 11.9346764 #> [26,] -0.273087965 0.2079620 -1.04874247 2.71943115 3.042082741 11.8737730 #> [27,] -0.259445134 0.2211169 -0.98830717 2.83672842 3.025464169 11.8079483 #> [28,] -0.245791602 0.2339395 -0.92750404 2.94971440 3.029096949 11.7294246 #> [29,] -0.232303426 0.2464383 -0.86619152 3.07458851 3.051774480 11.6260187 #> [30,] -0.219108584 0.2633073 -0.80827185 3.20813081 2.965403478 11.6123802 #> [31,] -0.203741997 0.2825062 -0.74677348 3.43558493 2.716029997 11.1011066 #> [32,] -0.185095119 0.3036243 -0.68308707 3.89779522 2.223446158 9.5003899 #> [33,] -0.169770202 0.3208199 -0.63031808 4.13711351 1.976245501 8.9505412 #> [34,] -0.153529796 0.3357846 -0.57922786 4.33486352 1.810680062 8.5556709 #> [35,] -0.137226293 0.3500163 -0.52968991 4.53433406 1.663497383 8.2220545 #> [36,] -0.121190870 0.3638478 -0.48078153 4.75968577 1.515167492 7.9008148 #> [37,] -0.105793660 0.3775191 -0.43199979 5.04033921 1.350835102 7.5550643 #> [38,] -0.085482783 0.3877519 -0.38716280 5.20478807 1.256750769 7.2870191 #> [39,] -0.059783563 0.3946563 -0.34669676 5.19800601 1.249810948 7.1236802 #> [40,] -0.041215691 0.4047726 -0.30151109 5.03867114 1.030758315 4.9804517 #> [41,] -0.022424979 0.4118779 -0.27033917 4.78047516 0.929299926 4.0002566 #> [42,] -0.002353545 0.4179844 -0.24283782 4.57736164 0.874755417 3.3142895 #> [43,] 0.018542264 0.4236002 -0.21813408 4.40494555 0.838896647 2.7300227 #> [44,] 0.039980935 0.4289028 -0.19499050 4.23827209 0.813198816 2.1685453 #> [45,] 0.061978068 0.4339571 -0.17273767 4.05328563 0.796051770 1.5721955 #> [46,] 0.084129286 0.4387425 -0.15468909 3.85130286 0.786459208 1.0048908 #> [47,] 0.104098244 0.4433171 -0.15009956 3.74520664 0.766775727 0.8333807 #> [48,] 0.113362923 0.4485817 -0.14795355 3.15024342 0.760212554 0.1389005 #> [49,] 0.117290603 0.4544868 -0.15105491 2.38902581 0.773835313 -0.4761561 #> [50,] 0.121777269 0.4603690 -0.15534572 1.79123597 0.795780734 -0.9427608 #> [51,] 0.126704850 0.4662019 -0.16021602 1.27477308 0.823845960 -1.4036597 #> [52,] 0.132085821 0.4720734 -0.16586737 0.76809344 0.859636861 -1.9075376 #> [53,] 0.138113376 0.4780535 -0.17231970 0.20236177 0.911826878 -2.5283777 #> [54,] 0.145366712 0.4842476 -0.17965194 -0.53092168 1.008778864 -3.4373176 #> [55,] 0.142709971 0.4908686 -0.20400845 -0.86337661 1.034462501 -3.5007471 #> [56,] 0.133893749 0.4971171 -0.22557859 -1.27220202 1.048633380 -3.6706745 #> [57,] 0.116633954 0.5034815 -0.25082445 -1.96496980 1.048626644 -3.9004773 #> [58,] 0.099222340 0.5100769 -0.27667623 -2.55726478 1.063353326 -4.1242627 #> [59,] 0.082261911 0.5168885 -0.30335269 -3.10204713 1.088553462 -4.3931599 #> [60,] 0.065574666 0.5239974 -0.33125096 -3.66839495 1.127333771 -4.7374852 #> [61,] 0.049109186 0.5316193 -0.36116758 -4.33889310 1.193249771 -5.2388091 #> [62,] 0.032864842 0.5403890 -0.39527874 -5.26893255 1.337931840 -6.1588364 #> [63,] 0.007033881 0.5498270 -0.43766816 -5.87871226 1.456809240 -6.6962845 #> [64,] -0.024247320 0.5581068 -0.47656020 -6.07499783 1.478667332 -6.6850287 #> [65,] -0.048432103 0.5635416 -0.52301445 -5.99816739 1.421862020 -7.0164284 #> [66,] -0.073511280 0.5692987 -0.57062750 -5.97962228 1.383378776 -7.3160404 #> #> [ reached getOption("max.print") -- omitted 134 row(s) and 16 matrix slice(s) ] #> #> #> $time_points #> [1] 0.000000000 0.005025126 0.010050251 0.015075377 0.020100503 0.025125628 #> [7] 0.030150754 0.035175879 0.040201005 0.045226131 0.050251256 0.055276382 #> [13] 0.060301508 0.065326633 0.070351759 0.075376884 0.080402010 0.085427136 #> [19] 0.090452261 0.095477387 0.100502513 0.105527638 0.110552764 0.115577889 #> [25] 0.120603015 0.125628141 0.130653266 0.135678392 0.140703518 0.145728643 #> [31] 0.150753769 0.155778894 0.160804020 0.165829146 0.170854271 0.175879397 #> [37] 0.180904523 0.185929648 0.190954774 0.195979899 0.201005025 0.206030151 #> [43] 0.211055276 0.216080402 0.221105528 0.226130653 0.231155779 0.236180905 #> [49] 0.241206030 0.246231156 0.251256281 0.256281407 0.261306533 0.266331658 #> [55] 0.271356784 0.276381910 0.281407035 0.286432161 0.291457286 0.296482412 #> [61] 0.301507538 0.306532663 0.311557789 0.316582915 0.321608040 0.326633166 #> [67] 0.331658291 0.336683417 0.341708543 0.346733668 0.351758794 0.356783920 #> [73] 0.361809045 0.366834171 0.371859296 0.376884422 0.381909548 0.386934673 #> [79] 0.391959799 0.396984925 0.402010050 0.407035176 0.412060302 0.417085427 #> [85] 0.422110553 0.427135678 0.432160804 0.437185930 0.442211055 0.447236181 #> [91] 0.452261307 0.457286432 0.462311558 0.467336683 0.472361809 0.477386935 #> [97] 0.482412060 0.487437186 0.492462312 0.497487437 0.502512563 0.507537688 #> [103] 0.512562814 0.517587940 0.522613065 0.527638191 0.532663317 0.537688442 #> [109] 0.542713568 0.547738693 0.552763819 0.557788945 0.562814070 0.567839196 #> [115] 0.572864322 0.577889447 0.582914573 0.587939698 0.592964824 0.597989950 #> [121] 0.603015075 0.608040201 0.613065327 0.618090452 0.623115578 0.628140704 #> [127] 0.633165829 0.638190955 0.643216080 0.648241206 0.653266332 0.658291457 #> [133] 0.663316583 0.668341709 0.673366834 0.678391960 0.683417085 0.688442211 #> [139] 0.693467337 0.698492462 0.703517588 0.708542714 0.713567839 0.718592965 #> [145] 0.723618090 0.728643216 0.733668342 0.738693467 0.743718593 0.748743719 #> [151] 0.753768844 0.758793970 0.763819095 0.768844221 0.773869347 0.778894472 #> [157] 0.783919598 0.788944724 0.793969849 0.798994975 0.804020101 0.809045226 #> [163] 0.814070352 0.819095477 0.824120603 0.829145729 0.834170854 0.839195980 #> [169] 0.844221106 0.849246231 0.854271357 0.859296482 0.864321608 0.869346734 #> [175] 0.874371859 0.879396985 0.884422111 0.889447236 0.894472362 0.899497487 #> [181] 0.904522613 0.909547739 0.914572864 0.919597990 0.924623116 0.929648241 #> [187] 0.934673367 0.939698492 0.944723618 0.949748744 0.954773869 0.959798995 #> [193] 0.964824121 0.969849246 0.974874372 0.979899497 0.984924623 0.989949749 #> [199] 0.994974874 1.000000000 #> #> attr(,"class") #> [1] "tvcm"