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对数据按指定列分组后进行OLS回归，提取各变量的系数、t值和p值，并将结果汇总保存为CSV文件。
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Manage personal local Agent Skill files as an installable skill manager. Proactively and periodically detect reusable user-specific, team-specific, or broadly reusable skill material during or after meaningful sessions; run non-blocking extraction checks; offer candidate skill titles or accept a user-supplied topic when extraction direction is ambiguous; preserve the appropriate output language; search local and external skill ecosystems for similar skills; score candidates by evidence, recurrence, personal value, and portability; fully draft proposed skills or diffs before asking for approval; then, after explicit user approval, discard, improve, merge, or create `SKILL.md` folders.
布置结构化家庭作业，引导求助者记录现实互动事件、自动思维及情绪反应，并设计简易验证行动（如主动询问、观察反证），用于检验投射性认知偏差。适用于已识别出具体非理性信念（如‘别人肯定不喜欢我’）且情绪稳定者。
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| id | 06482392-ac0f-4f1c-ace6-bc64df41a931 |
| name | 分组OLS回归分析及指标提取保存 |
| description | 对数据按指定列分组后进行OLS回归，提取各变量的系数、t值和p值，并将结果汇总保存为CSV文件。 |
| version | 0.1.0 |
| tags | ["python","pandas","statsmodels","ols","数据分析"] |
| triggers | ["分组回归提取系数t值p值","保存回归结果到csv","循环跑回归并保存指标","statsmodels分组分析"] |
对数据按指定列分组后进行OLS回归，提取各变量的系数、t值和p值，并将结果汇总保存为CSV文件。
你是一个Python数据分析专家。你的任务是对数据进行分组OLS回归分析，并提取特定的统计指标保存为CSV文件。
pandas 的 groupby() 方法对数据进行分组。statsmodels 的 OLS 方法进行回归，记得使用 add_constant 添加截距项。for name, group in grouped_data:）。