ScholarGate
Asisten

GLM dan data cacah

23 metode dalam keluarga ini.

Unggulan

Regresi Logistik Pembelajaran AktifActive 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, aAnalisis Fungsi Item Diferensial (DIF)Differential Item Functioning analysis examines whether examinees from different groups — such as gender, ethnicity, or language background — who have the same underlying ability rRegresi Logistik EnsembleEnsemble Logistic Regression trains multiple logistic regression classifiers on varied subsets or perturbations of the training data and combines their probability estimates by aveRegresi Gamma (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 McCullagModel Linear Umum (GLM)The Generalized Linear Model is a unified regression framework that extends ordinary linear regression to outcomes from the exponential family — including binary, count, proportionRegresi LogistikLogistic 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

Jalur bacaan

Metode fondasional yang paling banyak dirujuk pada topik ini, dalam urutan pengembangannya — tempat untuk memulai jika Anda baru di sini.

  1. Regresi Logistik1958oleh David Roxbee Cox
  2. Regresi Logistik (ML)1958oleh Cox, D. R.
  3. Regresi Logistik Daring1960s (perceptron); formalized for logistic loss ~2000soleh Rosenblatt, F. / Widrow, B. (perceptron era); modern SGD form: Bottou, L.
  4. Regresi Logistik Multinomial1966–1974oleh Cox (1966); Theil (1969); formalized by McFadden (1974)
  5. Model Linear Umum (GLM)1972oleh John A. Nelder & Robert W. M. Wedderburn
  6. Regresi Logistik Ordinal1980oleh Peter McCullagh
  7. Model Inflasi Nol1992oleh Diane Lambert
  8. Regresi Logistik Robust2001oleh Cantoni & Ronchetti (2001); Bondell (2008)
semua metode di rak ini ↓

Semua metode 23

Regresi Logistik Pembelajaran AktifAnalisis Fungsi Item Diferensial (DIF)Regresi Logistik EnsembleRegresi Gamma (GLM)Model Linear Umum (GLM)Regresi LogistikRegresi Logistik (ML)Regresi Logistik MultinomialRegresi Logistik DaringRegresi Logistik OrdinalRegresi Logistik Ordinal (Model Peluang Proporsional)Model Linier Umum yang KuatRegresi Logistik RobustRegresi Logistik Multinomial RobustRegresi Binomial Negatif RobustRegresi Poisson RobustModel Probit RobustModel Nol-Inflasi KuatRegresi Logistik SwadayaRegresi Logistik Semi-TerawasiModel Inflasi NolZero-Inflated Negative Binomial RegressionRegresi Poisson Inflasi Nol (ZIP)

Lainnya di Regresi dan GLM

Regresi linear dan nonlinear 21Robust dan kuantil 18Regresi terregularisasi 12