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
1
2
3
4
5
6
7
8
9
10
11
{
  "test_name": "Jarque-Bera Test (Python - statsmodels)",
  "dataset": "iris",
  "formula": "Sepal.Length ~ Sepal.Width + Petal.Length + Petal.Width + Species",
  "statistic": 58.35675030576283,
  "p_value": 2.1281031776487124e-13,
  "passed": false,
  "skewness": 0.921921577338302,
  "kurtosis": 4.6481000331814775,
  "description": "Tests for normality of residuals by examining skewness and kurtosis. Uses statsmodels.stats.stattools.jarque_bera."
}