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
{
  "test_name": "DFFITS (Python - statsmodels)",
  "dataset": "longley",
  "formula": "GNP.deflator ~ GNP + Unemployed + Armed Forces + Population + Year + Employed",
  "dffits": [
    -0.6532590893535662,
    1.4966429511463948,
    0.07729026281087623,
    -1.3596680298736634,
    -0.8203669133433059,
    0.2517578318022598,
    0.9333280537429488,
    0.13812442182358717,
    -0.879925852692135,
    -0.6667474003137659,
    0.6426487486809872,
    1.0292340384314842,
    -0.314516240586891,
    0.13438589185199434,
    0.22801855344578184,
    -1.5415918626893692
  ],
  "n": 16,
  "p": 7,
  "threshold": 1.3228756555322954,
  "influential_observations": [
    2,
    4,
    16
  ],
  "description": "Measures influence of each observation on its fitted value."
}