Statistics

Statistics

Measurement frameworks for complex, ambiguous systems.

bioRxiv 2026 β€” in revision

DABEST 2.0

Bootstrap-coupled effect size estimation for multi-group comparisons. Replaces significance testing with estimation graphics: mean differences, confidence intervals, and the full sampling distribution of your effect. The delta-delta plot handles 2Γ—2 factorial designs and beyond.

β†’ Interactive demo
in revision

DESTRA

Dimensionality-reduced ESTimation of Reference-Anchored behavioural state. Bootstrap effect size profiles across all measured metrics, anchored to a ground-truth reference condition. Asks not whether individual metrics differ, but whether the full profile matches the target state.

β†’ Interactive demo