Regulariseret regression

12 metoder i denne familie.

Udvalgte

Cambridge Depersonalisation Scale (CDS)The CDS is a 29-item self-report measure of depersonalisation and derealisation experiences, developed by Sierra and Berrios in 2000. It is the most widely used instrument for asse Doktrinær juridisk forskningDoctrinal legal research is the foundational methodology of legal scholarship. It systematically identifies, reads, and analyses authoritative legal sources — statutes, case law, c Double Machine LearningDouble/Debiased Machine Learning (DML), introduced by Chernozhukov et al. (2018), is a semiparametric framework for estimating causal or structural parameters in the presence of hi Elastic NetElastic Net is a regularized linear regression method introduced by Zou and Hastie in 2005 that blends the LASSO (L1) and Ridge (L2) penalties, so it performs variable selection an Elastic Net RegressionElastic net regression combines the L1 (lasso) and L2 (ridge) penalties into a single regularized regression framework. Controlled by a mixing parameter alpha and a shrinkage stren Lasso-regressionLasso regression, introduced by Robert Tibshirani in 1996, is a linear regression method that adds an L1 penalty to the loss so that it shrinks coefficients and performs variable s

Reading path

This topic's most-referenced foundational methods, in the order they were developed — a place to start if you're new here.

Doktrinær juridisk forskning19th century (systematised ~1860s–1880s in common law jurisdictions)by Common law tradition; systematised by jurists such as A.V. Dicey and John Austin
Regulariseret Lineær Regression1970–2005by Hoerl & Kennard (Ridge, 1970); Tibshirani (Lasso, 1996); Zou & Hastie (Elastic Net, 2005)
Ridge-regression1970by Hoerl, A.E. & Kennard, R.W.
Lasso-regression1996by Tibshirani, R.
Regulariseret logistisk regression1996–2005by Tibshirani, R. (lasso); Hoerl & Kennard (ridge); Zou & Hastie (elastic net)
Cambridge Depersonalisation Scale (CDS)2000by Mauricio Sierra & German E. Berrios
Elastic Net2005by Zou, H. & Hastie, T.
Elastic Net Regression2005by Hui Zou and Trevor Hastie

all methods on this shelf ↓

Alle metoder 12

Cambridge Depersonalisation Scale (CDS)Doktrinær juridisk forskning Double Machine Learning Elastic Net Elastic Net Regression Lasso-regression Regulariseret LightGBM Regulariseret Lineær Regression Regulariseret logistisk regression Regulariseret Stacking Ensemble Ridge-regression Robust Ridge Regression

Mere i Regression og GLM

GLM og tælledata 23 Lineær og ikke-lineær regression 21 Robuste og kvantilmetoder 18