
from alterlab-academic-skills25
Guided hypothesis testing, assumption checking, and APA-formatted reporting.
A comprehensive suite for rigorous statistical testing and academic reporting. This skill guides the user through the entire analytical pipeline, from test selection to publication-ready reporting.
Core Features:
Workflow Integration:
Utilizes scipy.stats, statsmodels, and pingouin to deliver precise calculations with associated code examples for reproducibility.
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Mixed Methods Research Design
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Advanced spatial analysis for vector data including coordinate reprojection, spatial joins, and choropleth mapping using the GeoPandas library.
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Query the Cancer Dependency Map (DepMap) for gene dependency scores, drug sensitivity, and cancer-specific genetic vulnerabilities.