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Comparative Analysis2
Computer Simulation2
Item Bias2
Mathematical Models2
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Applied Psychological…1
Journal of Educational…1
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Rogers, H. Jane2
Swaminathan, Hariharan2
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A Comparison of the Logistic Regression and Mantel-Haenszel Procedures for Detecting Differential Item Functioning.
Peer reviewed Peer reviewed
Rogers, H. Jane; Swaminathan, Hariharan – Applied Psychological Measurement, 1993
Performance of the logistic regression (LR) procedure was compared to that of the Mantel Haenszel (MH) procedure in the detection of uniform and nonuniform differential item functioning on a simulation examining distributional properties of the LR and MH test statistics and the relative power of the two procedures. (SLD)
Descriptors: Comparative Analysis, Computer Simulation, Item Bias, Mathematical Models
Detecting Differential Item Functioning Using Logistic Regression Procedures.
Peer reviewed Peer reviewed
Swaminathan, Hariharan; Rogers, H. Jane – Journal of Educational Measurement, 1990
A logistic regression model for characterizing differential item functioning (DIF) between two groups is presented. A distinction is drawn between uniform and nonuniform DIF in terms of model parameters. A statistic for testing the hypotheses of no DIF is developed, and simulation studies compare it with the Mantel-Haenszel procedure. (Author/TJH)
Descriptors: Comparative Analysis, Computer Simulation, Equations (Mathematics), Estimation (Mathematics)