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": "ols",
  "method": "statsmodels",
  "dataset": "lh",
  "formula": "time ~ value",
  "n": 48,
  "k": 1,
  "df_residual": 46,
  "variable_names": [
    "Intercept",
    "value"
  ],
  "coefficients": [
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  "std_errors": [
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  "t_stats": [
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  ],
  "p_values": [
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  ],
  "r_squared": 0.11132643951792887,
  "adj_r_squared": 0.09200744907266634,
  "f_statistic": 5.762539188233276,
  "f_p_value": 0.02047358048595806,
  "mse": 177.96653998175736,
  "std_error": 13.340410037991987,
  "log_likelihood": -191.44591216756916,
  "aic": 386.8918243351383,
  "bic": 390.6342263569541,
  "conf_int_lower": [
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    1.367484093714208
  ],
  "conf_int_upper": [
    21.65321549937262,
    15.569578843348705
  ],
  "residuals": [
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  "vif": []
}