Hypothesis-Linked Data Analysis Plan
Build a data analysis plan linking each hypothesis to the right statistical test, its assumptions, and effect size, with data-cleaning steps, without fabricating results or p-values before analysis.
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Model: claude-sonnet-4-7
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Knowledge: 2026-Q2
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Preparing a statistical analysis plan for a thesis, pre-registering an analysis plan for a study, selecting appropriate tests for a complex research design before collecting data.
#تحليل بيانات#إحصاء#فرضيّات#اختبارات إحصائيّة
Built-in quality guards
Sources
Each test choice is grounded in a recognized statistical rule, not improvisation
Anti-hallucination
No results, p-values, or coefficients written before actual analysis
Completeness
Cover cleaning, description, test matching, and effect size
Specialist Review
Plan reviewed by a statistician before running the analysis