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Regression modelRegression / GLM

Usawazishaji Imara wa Ridge

Usawazishaji imara wa ridge unachanganya M-estimation na L2 (ridge) regularization ili kutoa makadirio ya mgawo ambayo yanastahimili kwa wakati mmoja mkengeuko na utulivu chini ya upungufu wa pande nyingi. Unapunguza utendaji wa hasara imara (kama vile wa Huber) uliotozwa na mraba wa kawaida wa vekta ya mgawo, ukipunguza uzito uchunguzi wenye ushawishi huku ukikaza vipimio vilivyounganishwa kuelekea sifuri.

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Vyanzo

  1. Silvapulle, M. J. (1991). Robust ridge regression based on an M-estimator. Australian Journal of Statistics, 33(3), 319–333. link
  2. Ridge regression. Wikipedia. link

Jinsi ya kunukuu ukurasa huu

ScholarGate. (2026, June 3). Robust Ridge Regression. ScholarGate. https://scholargate.app/sw/statistics/robust-ridge-regression

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ScholarGateRobust Ridge regression (Robust Ridge Regression). Imepatikana 2026-06-15 kutoka https://scholargate.app/sw/statistics/robust-ridge-regression · Seti ya data: https://doi.org/10.5281/zenodo.20539026