8a18c894dd
Every fitlme-based report (lme_*, paper_*, phase_*, and the variations' analyze.m) now shows, per effect: residual-DF p, Satterthwaite-DF p, and -- for the interaction -- an HONEST test from a per-animal random-SLOPE model (day|rat), whose Satterthwaite DF collapses toward the animal count. New: tdcs_random_slope_interaction.m (shared helper). Wired into tdcs_lme, tdcs_paper_lme, tdcs_phase_lme, variation_analyze; SUMMARY.csv gains interaction_p_satt / interaction_p_rs. Regenerated all results/, variations/, matched-effort outputs. Key point this surfaces: Satterthwaite ~= residual on the random-INTERCEPT model (the slope's error is at session level), so it does NOT fix pseudoreplication; the random-slope model does. Effect: full-range mergeA2 interaction 0.009 -> 0.75 (collapses); unmerge_d0_5 0.015 -> 0.13 (n.s.); the pooled-control early windows survive honestly (naive_a2_d0_5 0.001 -> 0.028; naive_boxa_d0_5 0.003 -> 0.036). Suite 42/42. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
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3.0 KiB
| 1 | variation | grouping | window | nRats | nObs | covEqual | interaction_p | interaction_p_satt | interaction_p_rs | interaction_est | stim_p | day_p |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2 | unmerge_d0_10 | unmerge | d0_10 | 6 | 61 | 1 | 0.142831730250263 | 0.142797566084653 | 0.247946685371652 | 1.55766564374789 | 0.497389134925754 | 2.83166776054496e-14 |
| 3 | unmerge_d0_13 | unmerge | d0_13 | 6 | 70 | 1 | 0.1037612192755 | 0.103490077847449 | 0.222686826261486 | 1.54665472676189 | 0.343602740986316 | 3.0346358823857e-13 |
| 4 | unmerge_d0_5 | unmerge | d0_5 | 6 | 36 | 1 | 0.015149263054839 | 0.0154996899553134 | 0.133145634512884 | 5.36190476190475 | 0.688839435920596 | 1.57055423419133e-07 |
| 5 | unmerge_d6_10 | unmerge | d6_10 | 5 | 25 | 1 | 0.485980598616448 | 0.486366669144796 | 0.554919025308352 | 1.76666666666666 | 0.0975215172907211 | 0.227259314093653 |
| 6 | unmerge_d6_13 | unmerge | d6_13 | 5 | 34 | 1 | 0.0971009786566259 | 0.0970128901807668 | 0.13816578257917 | 2.26696773140328 | 0.101395665857404 | 0.117493504965036 |
| 7 | right_only_d0_10 | right_only | d0_10 | 7 | 72 | 1 | 0.072180139606096 | 0.0721794737454714 | 0.124574209202325 | 1.73004431141938 | 0.715879551990348 | 5.94289273347193e-16 |
| 8 | right_only_d0_13 | right_only | d0_13 | 7 | 84 | 1 | 0.0480416099228058 | 0.0478799998667326 | 0.102857124294903 | 1.7001712792199 | 0.528517264593511 | 1.17078898575779e-14 |
| 9 | right_only_d0_5 | right_only | d0_5 | 7 | 42 | 1 | 0.00589730538358453 | 0.00612750828678172 | 0.0876259332262465 | 5.30714285714286 | 0.469556667463413 | 1.45827052706827e-08 |
| 10 | right_only_d6_10 | right_only | d6_10 | 6 | 30 | 1 | 0.288979620167748 | 0.289798539517805 | 0.378365014630273 | 2.425 | 0.119238243812818 | 0.200957769624237 |
| 11 | right_only_d6_13 | right_only | d6_13 | 6 | 42 | 1 | 0.0258497485171371 | 0.0259134063416617 | 0.0369743190514673 | 2.75792254325755 | 0.109557181635453 | 0.0976080018855909 |
| 12 | naive_a2_d0_10 | naive_a2 | d0_10 | 10 | 104 | 1 | 0.125891264174292 | 0.126071775330177 | 0.30932733005532 | 1.43371876298297 | 0.141836960529428 | 1.59796354184479e-27 |
| 13 | naive_a2_d0_13 | naive_a2 | d0_13 | 10 | 124 | 1 | 0.0397967517409217 | 0.0398599319703312 | 0.0578149015961064 | 1.61366204723722 | 0.153633906173184 | 2.5469330031931e-28 |
| 14 | naive_a2_d0_5 | naive_a2 | d0_5 | 10 | 59 | 1 | 0.00107331575782455 | 0.00115218904921896 | 0.028152310883297 | 6.96223661591522 | 0.960550975833492 | 1.1254222201539e-09 |
| 15 | naive_a2_d6_10 | naive_a2 | d6_10 | 9 | 45 | 1 | 0.449922139297732 | 0.450525162691322 | 0.522263670801849 | -1.8 | 0.00929038977362001 | 8.02730473236241e-05 |
| 16 | naive_a2_d6_13 | naive_a2 | d6_13 | 9 | 65 | 1 | 0.439759713746994 | 0.439915577313227 | 0.563543413702517 | 1.15527349799111 | 0.0165675905421826 | 0.00123453301903328 |
| 17 | naive_boxa_d0_10 | naive_boxa | d0_10 | 11 | 115 | 1 | 0.194116831474294 | 0.194284662755081 | 0.383551190839722 | 1.17792772470162 | 0.124842156542362 | 1.7431506758907e-32 |
| 18 | naive_boxa_d0_13 | naive_boxa | d0_13 | 11 | 138 | 1 | 0.0848056366333164 | 0.0848864932608599 | 0.140324990567599 | 1.30637615965008 | 0.140502409490992 | 1.21292542612342e-34 |
| 19 | naive_boxa_d0_5 | naive_boxa | d0_5 | 11 | 65 | 1 | 0.00254470765200637 | 0.00267934065308424 | 0.0356145839564805 | 6.40329932104724 | 0.881419104187055 | 2.50618640106882e-11 |
| 20 | naive_boxa_d6_10 | naive_boxa | d6_10 | 10 | 50 | 1 | 0.46817073850354 | 0.468724498567948 | 0.534407300553877 | -1.61904761904762 | 0.014689379915428 | 1.87688778586107e-05 |
| 21 | naive_boxa_d6_13 | naive_boxa | d6_13 | 10 | 73 | 1 | 0.530807487326757 | 0.530942127564996 | 0.696589180707779 | 0.873689202983884 | 0.0303916991304334 | 6.44631091768978e-05 |