[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6DSF8PBWJS1P869W32T8C8K":3,"skill-same:01M6DSF8PBWJS1P869W32T8C8K":99},{"skillNo":4,"name":5,"nameZh":6,"description":7,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":16,"categories":17,"keywords":26,"publishedAt":32,"linkOnly":33,"markdownContent":34,"markdownBody":35,"frontMatter":36,"refName":37,"commitSha":38,"skillDirectory":39,"forksCount":14,"repositoryHtmlUrl":40,"repositoryHomepageUrl":6,"ownerHtmlUrl":41,"ownerBlogUrl":42,"ownerDescription":43,"updatedAt":44,"install":45,"resources":58},"01M6DSF8PBWJS1P869W32T8C8K","hypothesis_testing",null,"Formulate and test research hypotheses","sadjad6\u002Fopen-autonomous-research-lab","sadjad6","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F32264973?v=4","01M6DSBMD7SHZCAMZ6VMGWAYWR","Dr. Sadjad Sadeghi","01M6DSBMHRRQZCPP7T9YMR46VK",0,"MIT","https:\u002F\u002Fgithub.com\u002Fsadjad6\u002Fopen-autonomous-research-lab\u002Fblob\u002Fmain\u002Fsrc\u002Fskills\u002Fdata_science\u002Fhypothesis_testing\u002FSKILL.md",[18,23],{"categoryNo":19,"categoryName":20,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000008","测试与质量","SCENARIO","使用场景",{"categoryNo":24,"categoryName":25,"taxonomyType":21,"taxonomyTypeDesc":22},"01JBSEEDCAT000000000000021","资料检索与研究",[27,28,29,30,31],"testing","hypothesis","hypothesis testing","research","test","2026-11-10 10:12:30",false,"---\nname: hypothesis_testing\ndescription: Formulate and test research hypotheses\n---\n\n# Hypothesis Testing\n\n## Description\nFormulate and test research hypotheses\n\n## When to Use\nWhen answering specific research questions\n\n## Workflow\n1. State H0\u002FH1\\n2. Choose test\\n3. Compute p-value\\n4. Decide\n\n## Tools Used\nscipy, statsmodels\n\n## Examples\n```python\nfrom src.skills.data_science.hypothesis_testing import Skill\n\nskill = Skill()\nresult = await skill.run(SkillInput(data={\"key\": \"value\"}))\n```\n\n## Best Practices\nReport effect sizes alongside p-values\n","# Hypothesis Testing\n\n## Description\nFormulate and test research hypotheses\n\n## When to Use\nWhen answering specific research questions\n\n## Workflow\n1. State H0\u002FH1\\n2. Choose test\\n3. Compute p-value\\n4. Decide\n\n## Tools Used\nscipy, statsmodels\n\n## Examples\n```python\nfrom src.skills.data_science.hypothesis_testing import Skill\n\nskill = Skill()\nresult = await skill.run(SkillInput(data={\"key\": \"value\"}))\n```\n\n## Best Practices\nReport effect sizes alongside p-values\n",{"name":5,"description":7},"main","19d5aed8a5e48ff5443f425990d1df390d792bee","src\u002Fskills\u002Fdata_science\u002Fhypothesis_testing","https:\u002F\u002Fgithub.com\u002Fsadjad6\u002Fopen-autonomous-research-lab","https:\u002F\u002Fgithub.com\u002Fsadjad6","https:\u002F\u002Fsadeghi-ai.de\u002F","AI\u002FML Engineer | GenAI, RAG & Agentic AI | MLOps & ML Systems | PhD in Physics. Founder & AI\u002FML Engineer at JadayLix Studio.","2026-10-01 01:54:20",{"source":8,"skillName":5,"commands":46,"prompt":56,"zipAvailable":57},[47,50,53],{"tool":48,"command":49},"npx","npx skills add sadjad6\u002Fopen-autonomous-research-lab --skill hypothesis_testing",{"tool":51,"command":52},"bunx","bunx skills add sadjad6\u002Fopen-autonomous-research-lab --skill hypothesis_testing",{"tool":54,"command":55},"pnpm","pnpm dlx skills add sadjad6\u002Fopen-autonomous-research-lab --skill 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