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Hollis36Hollis36/claude-skill/statistical-analysis/SKILL.md

statistical-analysis

Skill1 starsChanged 7 months agoLicence not identifiedView on GitHub

统计分析与报告助手,帮助科研人员进行正确的统计检验和结果报告。支持Python (scipy/statsmodels/pingouin)和R统计分析、功效分析和样本量计算、APA/AMA统计报告规范、常见统计陷阱避免(p-hacking/多重比较)。当用户需要:(1) 选择合适的统计检验方法、(2) 进行数据统计分析、(3) 计算样本量和功效、(4) 按规范报告统计结果时触发。关键词:统计检验、t检验、ANOVA、回归分析、样本量计算、统计报告。

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