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GLM i brojački modeli

23 metoda u ovoj porodici.

Izdvojeno

Logistička regresija sa aktivnim učenjemActive Learning with Logistic Regression is an iterative label-efficient framework in which a logistic regression model selects the unlabeled examples it is most uncertain about, aAnaliza diferencijalnog funkcionisanja stavki (DIF)Differential Item Functioning analysis examines whether examinees from different groups — such as gender, ethnicity, or language background — who have the same underlying ability rEnsemble Logistic RegressionEnsemble Logistic Regression trains multiple logistic regression classifiers on varied subsets or perturbations of the training data and combines their probability estimates by aveGama regresija (GLM)Gamma regression is a generalized linear model that uses the gamma distribution to model a positive, right-skewed continuous outcome. Developed within the GLM framework of McCullagGeneralizovani linearni model (GLM)The Generalized Linear Model is a unified regression framework that extends ordinary linear regression to outcomes from the exponential family — including binary, count, proportionLogistička regresijaLogistic regression is a statistical method for modeling the probability of a binary outcome (disease present/absent, success/failure) as a function of continuous and categorical p

Put čitanja

Najreferentnije temeljne metode ove teme, prema redosledu njihovog nastanka — mesto za početak ako ste novi ovde.

  1. Logistička regresija1958autor David Roxbee Cox
  2. Logistička regresija (ML)1958autor Cox, D. R.
  3. Online Logistic Regression1960s (perceptron); formalized for logistic loss ~2000sautor Rosenblatt, F. / Widrow, B. (perceptron era); modern SGD form: Bottou, L.
  4. Multinomial Logistic Regression1966–1974autor Cox (1966); Theil (1969); formalized by McFadden (1974)
  5. Generalizovani linearni model (GLM)1972autor John A. Nelder & Robert W. M. Wedderburn
  6. Ordinalna logistička regresija1980autor Peter McCullagh
  7. Model sa nultom inflacijom1992autor Diane Lambert
  8. Robusna logistička regresija2001autor Cantoni & Ronchetti (2001); Bondell (2008)
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Sve metode 23

Logistička regresija sa aktivnim učenjemAnaliza diferencijalnog funkcionisanja stavki (DIF)Ensemble Logistic RegressionGama regresija (GLM)Generalizovani linearni model (GLM)Logistička regresijaLogistička regresija (ML)Multinomial Logistic RegressionOnline Logistic RegressionOrdinalna logistička regresijaOrdinalna logistička regresija (model proporcijskih šansi)Robust Generalized Linear ModelRobusna logistička regresijaРобусна мултиномијална логистичка регресијаРобусна негативна биномна регресијаRobusna Poasonova regresijaРобусни пробит моделРобусни модел са нултом инфлацијомLogistička regresija sa samonadzoromPolulogistička regresijaModel sa nultom inflacijomRegresija nula-inflacionisane negativne binomne distribucije (ZINB)Regresija sa nulama-infliranim Poasonovim (ZIP) modelom

Još u Regresija i GLM

Linearna i nelinearna regresija 21Robusna i kvantilna regresija 18Regularizovana regresija 12