AGENT SKILL
hypothesis_testing
Formulate and test research hypotheses
- License 许可
- MIT
- 最近更新
- 2026-10-01
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- ★ 0
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01 前言 Front Matter
- name
- hypothesis_testing
- description
- Formulate and test research hypotheses
02 资源文件 9
- 脚本__init__.py1.2 KB
- 参考文档algorithms.md97 B
- 参考文档failure_modes.md100 B
- 参考文档formulas.md95 B
- 参考文档implementation_notes.md107 B
- 参考文档integration_arbitragex.md109 B
- 参考文档manifest.json881 B
- 参考文档references.json287 B
- 参考文档validation_tests.md103 B
03 SKILL.md 正文
Hypothesis Testing
Description
Formulate and test research hypotheses
When to Use
When answering specific research questions
Workflow
- State H0/H1\n2. Choose test\n3. Compute p-value\n4. Decide
Tools Used
scipy, statsmodels
Examples
from src.skills.data_science.hypothesis_testing import Skill
skill = Skill()
result = await skill.run(SkillInput(data={"key": "value"}))
Best Practices
Report effect sizes alongside p-values
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