linreg-core 0.8.1

Lightweight regression library (OLS, Ridge, Lasso, Elastic Net, WLS, LOESS, Polynomial) with 14 diagnostic tests, cross validation, and prediction intervals. Pure Rust - no external math dependencies. WASM, Python, FFI, and Excel XLL bindings.
Documentation 
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{
  "test_name": "Anderson-Darling Test (Python - statsmodels.stats.diagnostic.normal_ad)",
  "dataset": "prostate",
  "formula": "lcavol ~ lweight + age + lbph + svi + lcp + gleason + pgg45 + lpsa",
  "statistic": 0.4063538438402219,
  "p_value": 0.3442229495839655,
  "passed": true,
  "description": "Tests for normality of residuals. The Anderson-Darling test is particularly sensitive to deviations in the tails of the distribution. Uses statsmodels.stats.diagnostic.normal_ad."
}