Skill · em Dados, IA e pesquisa

statistical-analysis

Statistical analysis toolkit. Hypothesis tests (t-test, ANOVA, chi-square), regression, correlation, Bayesian stats, power analysis, assumption checks, APA reporting, for academic research.

Procedência

Origem: davila7/claude-code-templates
Caminho: cli-tool/components/skills/scientific/statistical-analysis
Versão fixada: 57f899e5394bb8ca166f38eacae8f0853cbfe033
Licença: MIT
Espelhado em 25/09/2026
12 downloads no Claude Code Templates (lido em 25/09/2026)

Antes de instalar

7 arquivos · 101,2 KB · inclui 1 script que executa: scripts/assumption_checks.py

Instalar na sua CLI

O comando baixa a versão fixada (commit 57f899e) direto da origem, para a pasta que a CLI lê. Precisa de curl (macOS e Linux); no Windows não há comando, porque o Rook Labs é para macOS.

Claude Code

Neste projeto: instala em .claude/skills/statistical-analysis/.

d=".claude/skills/statistical-analysis"
u="https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/cli-tool/components/skills/scientific/statistical-analysis"
curl -fsSL --create-dirs \
  -o "$d/SKILL.md" "$u/SKILL.md" \
  -o "$d/references/assumptions_and_diagnostics.md" "$u/references/assumptions_and_diagnostics.md" \
  -o "$d/references/bayesian_statistics.md" "$u/references/bayesian_statistics.md" \
  -o "$d/references/effect_sizes_and_power.md" "$u/references/effect_sizes_and_power.md" \
  -o "$d/references/reporting_standards.md" "$u/references/reporting_standards.md" \
  -o "$d/references/test_selection_guide.md" "$u/references/test_selection_guide.md" \
  -o "$d/scripts/assumption_checks.py" "$u/scripts/assumption_checks.py" \
  -o "$d/LICENSE" "https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/LICENSE"

Global: instala em ~/.claude/skills/statistical-analysis/.

d="$HOME/.claude/skills/statistical-analysis"
u="https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/cli-tool/components/skills/scientific/statistical-analysis"
curl -fsSL --create-dirs \
  -o "$d/SKILL.md" "$u/SKILL.md" \
  -o "$d/references/assumptions_and_diagnostics.md" "$u/references/assumptions_and_diagnostics.md" \
  -o "$d/references/bayesian_statistics.md" "$u/references/bayesian_statistics.md" \
  -o "$d/references/effect_sizes_and_power.md" "$u/references/effect_sizes_and_power.md" \
  -o "$d/references/reporting_standards.md" "$u/references/reporting_standards.md" \
  -o "$d/references/test_selection_guide.md" "$u/references/test_selection_guide.md" \
  -o "$d/scripts/assumption_checks.py" "$u/scripts/assumption_checks.py" \
  -o "$d/LICENSE" "https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/LICENSE"

Codex

Neste projeto: instala em .agents/skills/statistical-analysis/.

d=".agents/skills/statistical-analysis"
u="https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/cli-tool/components/skills/scientific/statistical-analysis"
curl -fsSL --create-dirs \
  -o "$d/SKILL.md" "$u/SKILL.md" \
  -o "$d/references/assumptions_and_diagnostics.md" "$u/references/assumptions_and_diagnostics.md" \
  -o "$d/references/bayesian_statistics.md" "$u/references/bayesian_statistics.md" \
  -o "$d/references/effect_sizes_and_power.md" "$u/references/effect_sizes_and_power.md" \
  -o "$d/references/reporting_standards.md" "$u/references/reporting_standards.md" \
  -o "$d/references/test_selection_guide.md" "$u/references/test_selection_guide.md" \
  -o "$d/scripts/assumption_checks.py" "$u/scripts/assumption_checks.py" \
  -o "$d/LICENSE" "https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/LICENSE"

Global: instala em ~/.agents/skills/statistical-analysis/.

d="$HOME/.agents/skills/statistical-analysis"
u="https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/cli-tool/components/skills/scientific/statistical-analysis"
curl -fsSL --create-dirs \
  -o "$d/SKILL.md" "$u/SKILL.md" \
  -o "$d/references/assumptions_and_diagnostics.md" "$u/references/assumptions_and_diagnostics.md" \
  -o "$d/references/bayesian_statistics.md" "$u/references/bayesian_statistics.md" \
  -o "$d/references/effect_sizes_and_power.md" "$u/references/effect_sizes_and_power.md" \
  -o "$d/references/reporting_standards.md" "$u/references/reporting_standards.md" \
  -o "$d/references/test_selection_guide.md" "$u/references/test_selection_guide.md" \
  -o "$d/scripts/assumption_checks.py" "$u/scripts/assumption_checks.py" \
  -o "$d/LICENSE" "https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/LICENSE"

Antigravity

Neste projeto: instala em .agents/skills/statistical-analysis/.

d=".agents/skills/statistical-analysis"
u="https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/cli-tool/components/skills/scientific/statistical-analysis"
curl -fsSL --create-dirs \
  -o "$d/SKILL.md" "$u/SKILL.md" \
  -o "$d/references/assumptions_and_diagnostics.md" "$u/references/assumptions_and_diagnostics.md" \
  -o "$d/references/bayesian_statistics.md" "$u/references/bayesian_statistics.md" \
  -o "$d/references/effect_sizes_and_power.md" "$u/references/effect_sizes_and_power.md" \
  -o "$d/references/reporting_standards.md" "$u/references/reporting_standards.md" \
  -o "$d/references/test_selection_guide.md" "$u/references/test_selection_guide.md" \
  -o "$d/scripts/assumption_checks.py" "$u/scripts/assumption_checks.py" \
  -o "$d/LICENSE" "https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/LICENSE"

Global: instala em ~/.gemini/antigravity-cli/skills/statistical-analysis/.

d="$HOME/.gemini/antigravity-cli/skills/statistical-analysis"
u="https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/cli-tool/components/skills/scientific/statistical-analysis"
curl -fsSL --create-dirs \
  -o "$d/SKILL.md" "$u/SKILL.md" \
  -o "$d/references/assumptions_and_diagnostics.md" "$u/references/assumptions_and_diagnostics.md" \
  -o "$d/references/bayesian_statistics.md" "$u/references/bayesian_statistics.md" \
  -o "$d/references/effect_sizes_and_power.md" "$u/references/effect_sizes_and_power.md" \
  -o "$d/references/reporting_standards.md" "$u/references/reporting_standards.md" \
  -o "$d/references/test_selection_guide.md" "$u/references/test_selection_guide.md" \
  -o "$d/scripts/assumption_checks.py" "$u/scripts/assumption_checks.py" \
  -o "$d/LICENSE" "https://raw.githubusercontent.com/davila7/claude-code-templates/57f899e5394bb8ca166f38eacae8f0853cbfe033/LICENSE"

Peça ao Rook

Já usa o Rook Labs? Cole no chat do Rook: instale a skill https://rooklabs.sh/marketplace/cct.statistical-analysis

Prévia do SKILL.md

---
name: statistical-analysis
description: "Statistical analysis toolkit. Hypothesis tests (t-test, ANOVA, chi-square), regression, correlation, Bayesian stats, power analysis, assumption checks, APA reporting, for academic research."
---

# Statistical Analysis

## Overview

Statistical analysis is a systematic process for testing hypotheses and quantifying relationships. Conduct hypothesis tests (t-test, ANOVA, chi-square), regression, correlation, and Bayesian analyses with assumption checks and APA reporting. Apply this skill for academic research.

## When to Use This Skill

This skill should be used when:
- Conducting statistical hypothesis tests (t-tests, ANOVA, chi-square)
- Performing regression or correlation analyses
- Running Bayesian statistical analyses
- Checking statistical assumptions and diagnostics
- Calculating effect sizes and conducting power analyses
- Reporting statistical results in APA format
- Analyzing experimental or observational data for research

---

## Core Capabilities

### 1. Test Selection and Planning
- Choose appropriate statistical tests based on research questions and data characteristics
- Conduct a priori power analyses to determine required sample sizes
- Plan analysis strategies including multiple comparison corrections

### 2. Assumption Checking
- Automatically verify all relevant assumptions before running tests
- Provide diagnostic visualizations (Q-Q plots, residual plots, box plots)
- Recommend remedial actions when assumptions are violated

### 3. Statistical Testing
- Hypothesis testing: t-tests, ANOVA, chi-square, non-parametric alternatives
- Regression: linear, multiple, logistic, with diagnostics
- Correlations: Pearson, Spearman, with confidence intervals
…

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