- winsorize 99% - see [[230719_183914 robustness to no winsorizing|no winsorizing results]] # bayesian ```r # treatment effect threshold estimate CI CI_low CI_high evid_ratio post_prob type 1: 40 -0.01526 0.95 -0.04135 0.01036 7.27301 0.87912 Intent-to-treat effect 2: 45 -0.01688 0.95 -0.04200 0.00830 9.72242 0.90674 Intent-to-treat effect 3: 50 -0.01909 0.95 -0.04342 0.00592 14.54606 0.93567 Intent-to-treat effect 4: 55 -0.01658 0.95 -0.04008 0.00681 11.02646 0.91685 Intent-to-treat effect 5: 60 -0.01811 0.95 -0.04156 0.00505 14.75734 0.93654 Intent-to-treat effect 6: 65 -0.01911 0.95 -0.04147 0.00375 19.49180 0.95120 Intent-to-treat effect 7: 70 -0.02161 0.95 -0.04376 0.00091 33.72222 0.97120 Intent-to-treat effect 8: 75 -0.01994 0.95 -0.04197 0.00178 25.52520 0.96230 Intent-to-treat effect 9: 80 -0.01937 0.95 -0.04061 0.00273 23.49479 0.95918 Intent-to-treat effect 10: 40 -0.02265 0.95 -0.06392 0.01630 6.58581 0.86817 Treatment effect on the treated 11: 45 -0.02475 0.95 -0.06413 0.01443 8.23041 0.89166 Treatment effect on the treated 12: 50 -0.02802 0.95 -0.06705 0.01035 12.37793 0.92525 Treatment effect on the treated 13: 55 -0.02394 0.95 -0.06079 0.01361 8.64088 0.89627 Treatment effect on the treated 14: 60 -0.02560 0.95 -0.06179 0.01139 10.84483 0.91557 Treatment effect on the treated 15: 65 -0.02717 0.95 -0.06167 0.00873 14.25262 0.93444 Treatment effect on the treated 16: 70 -0.03100 0.95 -0.06757 0.00336 22.92344 0.95820 Treatment effect on the treated 17: 75 -0.02846 0.95 -0.06332 0.00532 18.60304 0.94899 Treatment effect on the treated 18: 80 -0.02786 0.95 -0.06067 0.00660 18.12046 0.94770 Treatment effect on the treated # treatment * t0 threshold estimate CI CI_low CI_high evid_ratio post_prob type 1: 40 0.01298 0.95 -0.09496 0.12692 0.69891 0.41139 Intent-to-treat effect 2: 45 0.01455 0.95 -0.09024 0.12828 0.65594 0.39611 Intent-to-treat effect 3: 50 0.02052 0.95 -0.08383 0.13028 0.54922 0.35451 Intent-to-treat effect 4: 55 0.01358 0.95 -0.09561 0.12631 0.68862 0.40780 Intent-to-treat effect 5: 60 0.01806 0.95 -0.08808 0.13235 0.59324 0.37235 Intent-to-treat effect 6: 65 0.03196 0.95 -0.07471 0.14908 0.39075 0.28096 Intent-to-treat effect 7: 70 0.03807 0.95 -0.06233 0.15459 0.31521 0.23966 Intent-to-treat effect 8: 75 0.03830 0.95 -0.06608 0.15514 0.31287 0.23831 Intent-to-treat effect 9: 80 0.04144 0.95 -0.06089 0.15756 0.28454 0.22151 Intent-to-treat effect 10: 40 0.00920 0.95 -0.11931 0.14214 0.79767 0.44372 Treatment effect on the treated 11: 45 0.01106 0.95 -0.11568 0.14287 0.76682 0.43401 Treatment effect on the treated 12: 50 0.01640 0.95 -0.10593 0.15030 0.67102 0.40156 Treatment effect on the treated 13: 55 0.00852 0.95 -0.11546 0.14256 0.81414 0.44877 Treatment effect on the treated 14: 60 0.01388 0.95 -0.10914 0.14872 0.71582 0.41719 Treatment effect on the treated 15: 65 0.02335 0.95 -0.10033 0.16071 0.57075 0.36336 Treatment effect on the treated 16: 70 0.02984 0.95 -0.09230 0.17639 0.49079 0.32921 Treatment effect on the treated 17: 75 0.03071 0.95 -0.09031 0.17017 0.47751 0.32319 Treatment effect on the treated 18: 80 0.03394 0.95 -0.08859 0.17623 0.43593 0.30359 Treatment effect on the treated ``` ![[_mainfig_count_conditionC 3.png]] ![[_mainfig_count_conditionC-t0SC 3.png]] # frequentist ```r # treatment effect # ITT threshold estimate se low high pval 1: 40 -0.0166 0.0137 -0.0434 0.0102 0.2250 2: 45 -0.0182 0.0134 -0.0444 0.0080 0.1734 3: 50 -0.0207 0.0131 -0.0463 0.0049 0.1128 4: 55 -0.0179 0.0126 -0.0425 0.0067 0.1543 5: 60 -0.0194 0.0123 -0.0436 0.0047 0.1146 6: 65 -0.0205 0.0118 -0.0437 0.0028 0.0841 7: 70 -0.0230 0.0117 -0.0459 -0.0001 0.0492 8: 75 -0.0212 0.0116 -0.0440 0.0015 0.0673 9: 80 -0.0206 0.0114 -0.0428 0.0017 0.0699 # ATT threshold estimate se low high pval 1: 40 -0.0275 0.0223 -0.0712 0.0161 0.2160 2: 45 -0.0299 0.0218 -0.0725 0.0128 0.1701 3: 50 -0.0334 0.0213 -0.0750 0.0083 0.1166 4: 55 -0.0282 0.0204 -0.0682 0.0118 0.1664 5: 60 -0.0302 0.0200 -0.0694 0.0090 0.1312 6: 65 -0.0317 0.0192 -0.0694 0.0060 0.0994 7: 70 -0.0359 0.0190 -0.0732 0.0013 0.0587 8: 75 -0.0329 0.0188 -0.0698 0.0040 0.0809 9: 80 -0.0320 0.0184 -0.0681 0.0041 0.0825 # treatment * t0 effect # ITT threshold estimate se low high pval 1: 40 0.0535 0.1138 -0.1695 0.2765 0.6383 2: 45 0.0602 0.1064 -0.1484 0.2687 0.5718 3: 50 0.0739 0.0983 -0.1187 0.2665 0.4520 4: 55 0.0563 0.1130 -0.1652 0.2779 0.6181 5: 60 0.0724 0.1051 -0.1336 0.2784 0.4907 6: 65 0.1057 0.0944 -0.0794 0.2908 0.2630 7: 70 0.1176 0.0904 -0.0595 0.2947 0.1931 8: 75 0.1142 0.0870 -0.0564 0.2847 0.1895 9: 80 0.1208 0.0865 -0.0488 0.2904 0.1627 # ATT threshold estimate se low high pval 1: 40 0.0764 0.1830 -0.2824 0.4351 0.6765 2: 45 0.0850 0.1709 -0.2500 0.4200 0.6188 3: 50 0.1051 0.1576 -0.2037 0.4140 0.5047 4: 55 0.0707 0.1829 -0.2878 0.4291 0.6992 5: 60 0.0975 0.1703 -0.2363 0.4312 0.5671 6: 65 0.1509 0.1528 -0.1486 0.4505 0.3234 7: 70 0.1706 0.1460 -0.1155 0.4568 0.2425 8: 75 0.1658 0.1403 -0.1091 0.4407 0.2372 9: 80 0.1784 0.1391 -0.0941 0.4510 0.1995 ``` ![[1690771489.png]] ![[1690771498.png]] ![[1690771545.png]] ![[1690771550.png]]