- see also [[230729_140939 treatment effect moderation by political or not|treatment-political or not interaction]] ```r # no. of dem and rep users for each study # users with no scores are excluded! # campaign 1 repub N 1: -0.6893946 6865 2: 0.3106054 15237 # campaign 2 repub N 1: -0.6105688 17753 2: 0.3894312 27834 # campaign 3 repub N 1: -0.7513603 4067 2: 0.2486397 12290 # campaign 4 repub N 1: -0.5810929 4799 2: 0.4189071 6657 ``` `condition:repub` effect # bayesian ```r threshold estimate CI CI_low CI_high evid_ratio post_prob type 1: 40 -0.0089 0.95 -0.0660 0.0467 1.6542 0.6232 Intent-to-treat effect 2: 45 -0.0039 0.95 -0.0580 0.0475 1.2614 0.5578 Intent-to-treat effect 3: 50 -0.0062 0.95 -0.0540 0.0436 1.4975 0.5996 Intent-to-treat effect 4: 55 -0.0078 0.95 -0.0562 0.0383 1.6820 0.6272 Intent-to-treat effect 5: 60 -0.0069 0.95 -0.0519 0.0367 1.6312 0.6200 Intent-to-treat effect 6: 65 -0.0021 0.95 -0.0456 0.0402 1.1616 0.5374 Intent-to-treat effect 7: 70 -0.0017 0.95 -0.0430 0.0387 1.1437 0.5335 Intent-to-treat effect 8: 75 -0.0020 0.95 -0.0423 0.0402 1.1609 0.5372 Intent-to-treat effect 9: 80 -0.0018 0.95 -0.0417 0.0380 1.1461 0.5340 Intent-to-treat effect 10: 40 -0.0069 0.95 -0.0850 0.0697 1.3211 0.5692 Treatment effect on the treated 11: 45 -0.0015 0.95 -0.0753 0.0718 1.0628 0.5152 Treatment effect on the treated 12: 50 -0.0054 0.95 -0.0754 0.0631 1.2736 0.5602 Treatment effect on the treated 13: 55 -0.0074 0.95 -0.0744 0.0595 1.4120 0.5854 Treatment effect on the treated 14: 60 -0.0066 0.95 -0.0712 0.0564 1.3866 0.5810 Treatment effect on the treated 15: 65 -0.0010 0.95 -0.0634 0.0614 1.0383 0.5094 Treatment effect on the treated 16: 70 -0.0001 0.95 -0.0602 0.0605 1.0019 0.5005 Treatment effect on the treated 17: 75 -0.0003 0.95 -0.0594 0.0592 1.0229 0.5057 Treatment effect on the treated 18: 80 -0.0002 0.95 -0.0588 0.0585 1.0122 0.5030 Treatment effect on the treated ``` ![[_mainfig_count_conditionC-repub 1.png]] # frequentist ```r # ITT threshold estimate se low high pval 1: 40 -0.0132 0.0345 -0.0807 0.0543 0.7019 2: 45 -0.0054 0.0323 -0.0687 0.0580 0.8680 3: 50 -0.0083 0.0291 -0.0653 0.0487 0.7761 4: 55 -0.0108 0.0278 -0.0653 0.0438 0.6990 5: 60 -0.0088 0.0256 -0.0590 0.0415 0.7316 6: 65 -0.0026 0.0247 -0.0510 0.0458 0.9157 7: 70 -0.0026 0.0235 -0.0486 0.0433 0.9101 8: 75 -0.0024 0.0233 -0.0481 0.0432 0.9173 9: 80 -0.0020 0.0226 -0.0463 0.0423 0.9300 # ATT threshold estimate se low high pval 1: 40 -0.0138 0.0561 -0.1238 0.0962 0.8063 2: 45 -0.0024 0.0527 -0.1056 0.1009 0.9644 3: 50 -0.0099 0.0475 -0.1030 0.0833 0.8358 4: 55 -0.0131 0.0455 -0.1023 0.0761 0.7735 5: 60 -0.0117 0.0421 -0.0943 0.0708 0.7806 6: 65 -0.0013 0.0406 -0.0810 0.0783 0.9739 7: 70 -0.0007 0.0386 -0.0764 0.0751 0.9861 8: 75 -0.0003 0.0384 -0.0755 0.0749 0.9944 9: 80 0.0002 0.0372 -0.0727 0.0730 0.9967 ``` ![[1690757795.png]] ![[1690757796.png]]