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Random Effects Python Packages

Python packages with the GitHub topic random-effects. Sorted by monthly downloads, with stars and forks.
bashtage
linearmodels

Additional linear models including instrumental variable and panel data models that are missing from statsmodels.

370K 1K 204
burning-cost
insurance-multilevel

Two-stage CatBoost + REML random effects for high-cardinality group factors in insurance pricing — Bühlmann-Straub credibility, ICC diagnostics

180 0 0
    • Original data from PyPI, GitHub, and OSV; downloads served through ClickHouse
    • Sources & methodology