{"enrichment":{"faq":[{"a":"Statistical Analysis guides you through frequentist methods including t-tests, ANOVA, and regression, alongside Bayesian approaches. It also covers specialized workflows for survival analysis, count models, and reliability assessment, helping you select appropriate tests and verify assumptions for your research.","q":"What statistical analysis methods does Statistical Analysis cover?"},{"a":"Statistical Analysis supports hypothesis testing by helping you select the right statistical test, verify assumptions before running analyses, and report effect sizes properly. It covers both traditional frequentist hypothesis testing and Bayesian methods to suit different research designs and questions.","q":"How does Statistical Analysis help with hypothesis testing?"},{"a":"Yes, Statistical Analysis helps you analyze data distributions and patterns as part of its comprehensive approach. It guides assumption verification and supports specialized workflows like survival analysis and count models, enabling you to understand how your data is structured before selecting statistical methods.","q":"Can Statistical Analysis handle data distributions and patterns?"},{"a":"Statistical Analysis is designed for academic research workflows, guiding test selection, assumption verification, and effect size reporting. It provides structured approaches to both frequentist and Bayesian methods, with specialized tools for survival analysis, count models, and reliability assessment to support rigorous quantitative research.","q":"What does Statistical Analysis include for academic research?"},{"a":"Statistical Analysis covers advanced statistical approaches including Bayesian methods, survival analysis, count models, and reliability assessment alongside standard frequentist techniques. These specialized workflows help researchers handle complex data structures and research questions beyond basic descriptive statistics.","q":"Does Statistical Analysis support advanced statistical methods?"}],"shadow_tags":["data-science","quantitative-methods","hypothesis-testing","statistical-inference","numerical-analysis","distribution-analysis","descriptive-metrics","statistical-modeling"],"summary_rewrite":"Statistical Analysis guides you through test selection, assumption verification, and effect size reporting for academic research. It covers frequentist methods like t-tests, ANOVA, and regression alongside Bayesian approaches, with specialized workflows for survival analysis, count models, and reliability assessment."},"gist":{"api_url":"https://skillfed.io/api/skills/jaechang-hits/SciAgent-Skills/statistical-analysis.json","as_of":"2026-07-24","description":"Statistical Analysis helps you select appropriate tests, check assumptions. npx skillfed install jaechang-hits/SciAgent-Skills/statistical-analysis","install":{"manual":["git clone https://github.com/jaechang-hits/SciAgent-Skills","cp -r SciAgent-Skills ~/.claude/skills/statistical-analysis"],"primary":"npx skillfed install jaechang-hits/SciAgent-Skills/statistical-analysis","version":"4476328f"},"kind":"skill","mirror_url":"https://skillfed.io/jaechang-hits/SciAgent-Skills/statistical-analysis.md","similar":[{"id":"K-Dense-AI/scientific-agent-skills/statistical-analysis","name":"statistical-analysis","publisher":"K-Dense-AI/scientific-agent-skills","url":"https://skillfed.io/K-Dense-AI/scientific-agent-skills/statistical-analysis"},{"id":"winstonkoh87/Athena-Public/statistical-analysis","name":"statistical-analysis","publisher":"winstonkoh87/Athena-Public","url":"https://skillfed.io/winstonkoh87/Athena-Public/statistical-analysis"},{"id":"aj-geddes/useful-ai-prompts/statistical-hypothesis-testing","name":"Statistical Hypothesis Testing","publisher":"aj-geddes/useful-ai-prompts","url":"https://skillfed.io/aj-geddes/useful-ai-prompts/statistical-hypothesis-testing"}],"title":"Statistical Analysis by jaechang-hits: Perform statistical analysis on datasets \u2014 SkillFed","use":{"when":["Statistical Analysis supports hypothesis testing by helping you select the right statistical test.","Yes, Statistical Analysis helps you analyze data distributions and patterns as part of its comprehensive approach."]},"what":{"lead":"Statistical Analysis helps you select appropriate tests, check assumptions, and report results in APA format for your data.","rest":"Statistical Analysis guides you through test selection, assumption verification, and effect size reporting for academic research. It covers frequentist methods like t-tests, ANOVA, and regression alongside Bayesian approaches, with specialized workflows for survival analysis, count models, and reliability assessment."}},"id":"jaechang-hits/SciAgent-Skills/statistical-analysis","install":{"mode":"external","repo":"https://github.com/jaechang-hits/SciAgent-Skills"},"links":{"html":"https://skillfed.io/jaechang-hits/SciAgent-Skills/statistical-analysis","md":"https://skillfed.io/jaechang-hits/SciAgent-Skills/statistical-analysis.md","repo":"https://github.com/jaechang-hits/SciAgent-Skills"},"meta":{"agents_supported":[],"first_seen":"2026-07-28","forks":26,"language":"Python","last_updated":"2026-07-24","license":"NOASSERTION","name":"Statistical Analysis","publisher":"jaechang-hits","stars":284},"relations":{"similar":[{"id":"foryourhealth111-pixel/Vibe-Skills/statistical-analysis"},{"id":"synthetic-sciences/openscience/statistical-analysis"},{"id":"zLanqing/codex-claude-academic-skills/statistical-analysis"},{"id":"LeonChaoX/qinyan-academic-skills/statistical-analysis"},{"id":"minicoohei/ai-agent-camp/statistical-analysis"},{"id":"beita6969/ScienceClaw/statistical-analysis"},{"id":"K-Dense-AI/scientific-agent-skills/statistical-analysis"},{"id":"xintaofei/codeg/statistical-analysis"},{"id":"winstonkoh87/Athena-Public/statistical-analysis"},{"id":"aj-geddes/useful-ai-prompts/statistical-hypothesis-testing"}]},"slug":{"owner":"jaechang-hits","repo":"SciAgent-Skills","skill":"statistical-analysis"},"version":"4476328f"}