Quantify M3 process information, pupil increment, redundancy and sensor value

Uses response-target PSIS-LOO and posterior ability variance across the eight-channel ablation lattice. It additionally reports paired pupil gains, a non-additivity/redundancy contrast, a channel-conflict screen, and optional information per usable pupil observation or sensor cost. Positive values do not establish construct validity or causal sensor value.

Usage

multimodal_m3_process_information(x, pupil_cost = 1, decisive_z = 2)

Arguments

x

An M3 ablation object.

pupil_cost

Optional positive relative pupil-sensor cost.

decisive_z

Absolute delta/SE ratio used only as a descriptive evidence flag.

Value

An `eye_multimodal_m3_information` object.