Scitex Stats
Publication-ready statistical testing — 23 tests, effect sizes, power analysis, auto test selection, and MCP tools for AI agents.
scitex-stats
Publication-ready statistical testing framework with 23 tests, effect sizes, power analysis, and automatic test recommendation.
Sub-skills
- quick-start.md — Basic usage and core patterns
- test-catalog.md — All 23 statistical tests with categories
- effect-sizes.md — Effect size measures and interpretation
- workflows.md — Common analysis patterns
- cli-reference.md — CLI commands
- mcp-tools.md — MCP tools for AI agents
CLI
scitex-stats <command> [options]
MCP Tools
| Tool | Description |
|---|---|
stats_run_test | Run a statistical test |
stats_recommend_tests | Auto-recommend tests for data |
stats_describe | Descriptive statistics |
stats_effect_size | Compute effect sizes |
stats_correct_pvalues | Multiple comparison correction |
stats_posthoc_test | Post-hoc pairwise tests |
stats_power_analysis | Power analysis / sample size |
stats_normality_test | Normality testing |
stats_format_results | Format for publication |
stats_p_to_stars | p-value to significance stars |