On using Bayesian methods to address small sample problems

D McNeish - Structural Equation Modeling: A Multidisciplinary …, 2016 - Taylor & Francis
As Bayesian methods continue to grow in accessibility and popularity, more empirical
studies are turning to Bayesian methods to model small sample data. Bayesian methods do …

[PDF][PDF] A review of different scaling approaches under full invariance, partial invariance, and noninvariance for cross-sectional country comparisons in large-scale …

A Robitzsch, O Lüdtke - Psychological Test and …, 2020 - psychologie-aktuell.com
One of the primary goals of international large-scale assessments (ILSAs) in education is the
comparison of country means in student achievement. The present article introduces a …

[图书][B] Bayesian psychometric modeling

R Levy, RJ Mislevy - 2017 - taylorfrancis.com
A Single Cohesive Framework of Tools and Procedures for Psychometrics and Assessment
Bayesian Psychometric Modeling presents a unified Bayesian approach across traditionally …

A general framework and an R package for the detection of dichotomous differential item functioning

D Magis, S Béland, F Tuerlinckx… - Behavior research methods, 2010 - Springer
Differential item functioning (DIF) is an important issue of interest in psychometrics and
educational measurement. Several methods have been proposed in recent decades for …

[图书][B] Bayesian hierarchical models: with applications using R

PD Congdon - 2019 - taylorfrancis.com
An intermediate-level treatment of Bayesian hierarchical models and their applications, this
book demonstrates the advantages of a Bayesian approach to data sets involving inferences …

A penalty approach to differential item functioning in Rasch models

G Tutz, G Schauberger - Psychometrika, 2015 - Springer
A new diagnostic tool for the identification of differential item functioning (DIF) is proposed.
Classical approaches to DIF allow to consider only few subpopulations like ethnic groups …

Real and artificial differential item functioning

D Andrich, C Hagquist - Journal of Educational and …, 2012 - journals.sagepub.com
The literature in modern test theory on procedures for identifying items with differential item
functioning (DIF) among two groups of persons includes the Mantel–Haenszel (MH) …

Robust and nonrobust linking of two groups for the Rasch model with balanced and unbalanced random DIF: A comparative simulation study and the simultaneous …

A Robitzsch - Symmetry, 2021 - mdpi.com
In this article, the Rasch model is used for assessing a mean difference between two groups
for a test of dichotomous items. It is assumed that random differential item functioning (DIF) …

Using Data-Dependent Priors to Mitigate Small Sample Bias in Latent Growth Models: A Discussion and Illustration Using Mplus

DM McNeish - Journal of Educational and Behavioral …, 2016 - journals.sagepub.com
Mixed-effects models (MEMs) and latent growth models (LGMs) are often considered
interchangeable save the discipline-specific nomenclature. Software implementations of …

A statistical test for differential item pair functioning

TM Bechger, G Maris - Psychometrika, 2015 - Springer
This paper presents an IRT-based statistical test for differential item functioning (DIF). The
test is developed for items conforming to the Rasch (Probabilistic models for some …