statistical-testing

$npx mdskill add yogsoth-ai/de-anthropocentric-research-engine/statistical-testing

Execute statistical tests on experiment results using bootstrap, permutation, and Bayesian ROPE methods

  • Identifies pre-registered hypotheses from structured result sets.
  • Deploys bootstrapping, permutation testing, and Bayesian ROPE for analysis.
  • Decides which test to apply based on the nature of the data and user-defined ROPE criteria.
  • Delivers statistical test results with effect sizes, confidence intervals, and ROPE judgments.

SKILL.md

.github/skills/statistical-testingView on GitHub ↗
---
name: statistical-testing
description: "Execute statistical tests — bootstrap, permutation, Bayesian ROPE — on experiment results"
version: 1.0.0
category: experiment-execution
type: sop
execution: subagent
prompt: ./prompt.md
used-by:
  - result-analysis
  - result-validation-loop
shared-with: experiment-design
input: structured result set and pre-registered hypotheses with ROPE
output: statistical test results with effect sizes, CIs, and ROPE judgment
---

# SOP: Statistical Testing

Execute pre-registered statistical tests on experiment results using bootstrap, permutation, and/or Bayesian ROPE methods.

Subagent — spawned via subagent-spawning/spawn-agent skill.

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