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interpreting-conflicting-tests - Adjudicate conflicting statistical test results

Adjudicates conflicting tests on the same data by checking assumptions, sample-size issues, and test applicability, then selects one primary result.

Tags

Updated: 2026-10-15
statistical testinghypothesis testingassumption checkingp-valuesparametric testsnonparametric tests

Capabilities

Validate test applicabilityBuild assumption-status tablesIdentify assumption violationsCheck discreteness and ties

Typical Inputs

First test nameSecond test nameFirst test result

Typical Outputs

Assumption-status tableTest applicability assessmentSelected primary test

What this skill does

  • Validate test applicability
  • Build assumption-status tables
  • Identify assumption violations
  • Check discreteness and ties
  • Check outlier-driven divergence
  • Select one primary test
  • Recommend effect sizes and confidence intervals
  • Document adjudication reasoning

Inputs

  • First test name
  • Second test name
  • First test result
  • Second test result
  • First test assumption checks
  • Second test assumption checks
  • Sample-size pattern
  • Pre-registered test

Outputs

  • Assumption-status table
  • Test applicability assessment
  • Selected primary test
  • Effect-size and confidence-interval guidance
  • Methods-section adjudication text

Requirements

    Source

    • Spec: SKILL.md

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