Logistic Regression Approaches

Logistic Regression Approaches is a class of differential item functioning detection methods that model the probability of an item response as a logistic function of a matching variable for latent ability, group membership, and their interaction, and identify DIF by testing whether the regression coefficients for group and interaction terms differ significantly from zero.

1.7K

Publications

165.1K

Citations

3.7K

Authors

1.4K

Institutions

Publications per year

2017–2026

356

Parents

Differential Item Functioning

Children

Binary Logistic RegressionHierarchical Logistic RegressionItem-level Differential AnalysisLogistic Regression AnalysisLogistic Regression TestLogistic Regression-based DetectionMatching By LogitMixed-effects Logistic RegressionOdds Ratio InterpretationScore Test

Publications

1.7K

Applied logistic regression

Choice Reviews Online · 1990 · 35.7K citations

Public Health, Biostatistics, Clinical Epidemiology +15

A simulation study of the number of events per variable in logistic regression analysis

Peter Peduzzi, John Concato, Elizabeth Kemper et al. · Journal of Clinical Epidemiology · 1996 · 9K citations · Full text

Public Health, Biostatistics, Cardiology +17

Interaction terms in logit and probit models

Chunrong Ai, Edward C. Norton · Economics Letters · 2003 · 5.8K citations

Social Sciences, Economics, Microeconomics +11

Applied Logistic Regression Analysis

Technometrics · 1996 · 3.6K citations

Education, Biostatistics, Categorical Data Analysis +6

Logistic Regression: Why We Cannot Do What We Think We Can Do, and What We Can Do About It

Carina Mood · European Sociological Review · 2009 · 3.2K citations

Social Sciences, Sociology, Behavioral Economics +6

1–5 of 1.7K

Authors

3.7K

DW
David W. Hosmer
University of Massachusetts Amherst, United States
13 publications · 3.8K citations
12
h-index
EW
Ewout W. Steyerberg
Erasmus MC, Netherlands
10 publications · 2.4K citations
10
h-index
SL
Stanley Lemeshow
The Ohio State University, United States
10 publications · 2.7K citations
10
h-index
SJ
Shelby J. Haberman
Educational Testing Service, United States
8 publications · 251 citations
8
h-index
AD
Alfred DeMaris
Bowling Green State University, United States
8 publications · 1.1K citations
8
h-index

1–5 of 3.7K

Institutions

1.4K

1–8 of 1.4K

Venues

Journal of the American Statistical Association
54 publications · 9.4K citations
37
h-index
Statistics in Medicine
71 publications · 7.3K citations
37
h-index
Applied Psychological Measurement
53 publications · 4.3K citations
33
h-index
Biometrika
44 publications · 4K citations
30
h-index
Educational and Psychological Measurement
41 publications · 1.6K citations
23
h-index

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