feat(matlab): phased days x tDCS LME + Monte-Carlo power analysis
Adds tdcs_phase_lme (same LME refit within learning phases 0-5/6-10/6-13, with per-phase slopes + interaction 95% CI) as phase_* switch cases, and tdcs_power_sim (Monte-Carlo power for the early-phase interaction, scored by the cluster-honest per-animal test and the LME test) + run_power. Findings: the Box-B2 faster-acquisition signal is in the early phase; at n=3-5/group honest power is 0.3-0.7 even at the observed effect (need ~8/group if effect is as observed, ~20/group if half). Adds tPhasePower tests. Suite 35/35. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
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%RUN_POWER Monte-Carlo power analysis for the early-phase days x tDCS interaction.
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% Usage: matlab -batch "run_power"
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% Uses the fitted mergeA2 early-phase (0-5) LME as ground truth and reports
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% power (cluster-honest per-animal test and the LME test) across a range of
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% subjects-per-group, at the observed and half-observed interaction sizes.
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% See tdcs_power_sim for parameters.
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tdcs_power_sim('mergeA2', [0 5]);
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