Logistic Regression Procedure Using Penalized Maximum Likelihood Estimation for Differential Item Functioning

Sunbok Lee

doi:10.1111/jedm.12253

Logistic Regression Procedure Using Penalized Maximum Likelihood Estimation for Differential Item Functioning

Journal of Educational Measurement ◽

10.1111/jedm.12253 ◽

2019 ◽

Vol 57 (3) ◽

pp. 443-457

Author(s):

Sunbok Lee

Keyword(s):

Logistic Regression ◽

Maximum Likelihood ◽

Maximum Likelihood Estimation ◽

Differential Item Functioning ◽

Likelihood Estimation ◽

Penalized Maximum Likelihood ◽

Regression Procedure ◽

Item Functioning ◽

Logistic Regression Procedure ◽

Penalized Maximum Likelihood Estimation

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Penalized maximum likelihood estimation in logistic regression and discrimination

Biometrika ◽

10.1093/biomet/69.1.123 ◽

1982 ◽

Vol 69 (1) ◽

pp. 123-136 ◽

Cited By ~ 49

Author(s):

J. A. ANDERSON ◽

V. BLAIR

Keyword(s):

Logistic Regression ◽

Maximum Likelihood ◽

Maximum Likelihood Estimation ◽

Likelihood Estimation ◽

Penalized Maximum Likelihood ◽

Penalized Maximum Likelihood Estimation

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Development and validation of clinical prediction models: Marginal differences between logistic regression, penalized maximum likelihood estimation, and genetic programming

Journal of Clinical Epidemiology ◽

10.1016/j.jclinepi.2011.08.011 ◽

2012 ◽

Vol 65 (4) ◽

pp. 404-412 ◽

Cited By ~ 7

Author(s):

Kristel J.M. Janssen ◽

Ivar Siccama ◽

Yvonne Vergouwe ◽

Hendrik Koffijberg ◽

T.P.A. Debray ◽

...

Keyword(s):

Logistic Regression ◽

Maximum Likelihood ◽

Maximum Likelihood Estimation ◽

Prediction Models ◽

Likelihood Estimation ◽

Clinical Prediction ◽

Clinical Prediction Models ◽

Penalized Maximum Likelihood ◽

Development And Validation ◽

Penalized Maximum Likelihood Estimation

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Faculty Opinions recommendation of Development and validation of clinical prediction models: marginal differences between logistic regression, penalized maximum likelihood estimation, and genetic programming.

Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature ◽

10.3410/f.716598014.792003074 ◽

2012 ◽

Author(s):

Ewout Steyerberg

Keyword(s):

Logistic Regression ◽

Maximum Likelihood ◽

Maximum Likelihood Estimation ◽

Prediction Models ◽

Likelihood Estimation ◽

Clinical Prediction ◽

Clinical Prediction Models ◽

Penalized Maximum Likelihood ◽

Development And Validation ◽

Penalized Maximum Likelihood Estimation

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A Python package for performing penalized maximum likelihood estimation of conditional logit models using Kernel Logistic Regression

Transportation Research Procedia ◽

10.1016/j.trpro.2021.11.009 ◽

2021 ◽

Vol 58 ◽

pp. 61-68

Author(s):

José Ángel Martín-Baos ◽

Ricardo García-Ródenas ◽

Luis Rodriguez-Benitez

Keyword(s):

Logistic Regression ◽

Maximum Likelihood ◽

Maximum Likelihood Estimation ◽

Likelihood Estimation ◽

Logit Models ◽

Penalized Maximum Likelihood ◽

Kernel Logistic Regression ◽

Conditional Logit ◽

Python Package ◽

Penalized Maximum Likelihood Estimation

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Penalized Maximum Likelihood Estimation of Semiparametric Generalized Linear Models with Application to Climate Temperature Data

Mathematics and Statistics ◽

10.13189/ms.2020.080415 ◽

2020 ◽

Vol 8 (4) ◽

pp. 472-479

Author(s):

Azumah Karim ◽

Ananda Omutokoh Kube ◽

Bashiru Imoro Ibn Saeed

Keyword(s):

Maximum Likelihood ◽

Maximum Likelihood Estimation ◽

Generalized Linear Models ◽

Linear Models ◽

Likelihood Estimation ◽

Temperature Data ◽

Penalized Maximum Likelihood ◽

Penalized Maximum Likelihood Estimation

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Penalized maximum likelihood estimation in the modified extended Weibull distribution

Communications in Statistics - Simulation and Computation ◽

10.1080/03610918.2017.1381735 ◽

2017 ◽

Vol 48 (2) ◽

pp. 334-349 ◽

Cited By ~ 3

Author(s):

Verônica M. C. Lima ◽

Francisco Cribari–Neto

Keyword(s):

Maximum Likelihood ◽

Maximum Likelihood Estimation ◽

Weibull Distribution ◽

Likelihood Estimation ◽

Penalized Maximum Likelihood ◽

Extended Weibull Distribution ◽

Penalized Maximum Likelihood Estimation

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Depth-variant deconvolution of 3D widefield fluorescence microscopy using the penalized maximum likelihood estimation method

Optics Express ◽

10.1364/oe.21.027668 ◽

2013 ◽

Vol 21 (23) ◽

pp. 27668 ◽

Cited By ~ 11

Author(s):

Jeongtae Kim ◽

Suhyeon An ◽

Sohyun Ahn ◽

Boyoung Kim

Keyword(s):

Maximum Likelihood ◽

Maximum Likelihood Estimation ◽

Fluorescence Microscopy ◽

Estimation Method ◽

Likelihood Estimation ◽

Penalized Maximum Likelihood ◽

Maximum Likelihood Estimation Method ◽

Penalized Maximum Likelihood Estimation

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Penalized maximum-likelihood estimation of covariance matrices with linear structure

IEEE Transactions on Signal Processing ◽

10.1109/78.650262 ◽

1997 ◽

Vol 45 (12) ◽

pp. 3027-3038 ◽

Cited By ~ 9

Author(s):

T.J. Schulz

Keyword(s):

Maximum Likelihood ◽

Maximum Likelihood Estimation ◽

Likelihood Estimation ◽

Linear Structure ◽

Covariance Matrices ◽

Penalized Maximum Likelihood ◽

Penalized Maximum Likelihood Estimation

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Penalized maximum likelihood estimation to directly adjust diagnostic and prognostic prediction models for overoptimism: a clinical example

Journal of Clinical Epidemiology ◽

10.1016/j.jclinepi.2004.01.020 ◽

2004 ◽

Vol 57 (12) ◽

pp. 1262-1270 ◽

Cited By ~ 104

Author(s):

K.G.M. Moons ◽

A. Rogier T. Donders ◽

E.W. Steyerberg ◽

F.E. Harrell

Keyword(s):

Maximum Likelihood ◽

Maximum Likelihood Estimation ◽

Prediction Models ◽

Likelihood Estimation ◽

Penalized Maximum Likelihood ◽

Prognostic Prediction ◽

Penalized Maximum Likelihood Estimation

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Penalized maximum likelihood estimation for Gaussian hidden Markov models

Communication in Statistics- Theory and Methods ◽

10.1080/03610926.2014.957855 ◽

2016 ◽

Vol 45 (20) ◽

pp. 6133-6148

Author(s):

Grigory Alexandrovich

Keyword(s):

Maximum Likelihood ◽

Maximum Likelihood Estimation ◽

Hidden Markov Models ◽

Markov Models ◽

Hidden Markov ◽

Likelihood Estimation ◽

Penalized Maximum Likelihood ◽

Penalized Maximum Likelihood Estimation

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