research-statistics

What problem does it solve?

This Skill streamlines complex statistical analysis for researchers, from selecting the right test to generating APA-formatted reports, ensuring accuracy and reproducibility.

Core Features & Use Cases

• Integrated Analysis: Combines frequentist, Bayesian, and survival analysis methods.
• Guided Workflow: Provides step-by-step guidance for test selection, assumption checking, and reporting.
• APA Reporting: Automatically formats statistical results according to APA guidelines.
• Use Case: A researcher needs to analyze experimental data involving multiple groups and time points. This Skill can guide them through ANOVA, check assumptions, perform post-hoc tests, calculate effect sizes, and generate an APA-compliant results section.

Quick Start

Use the research-statistics skill to perform an independent samples t-test on two provided data series.