Network psychometrics

S Epskamp, G Maris, LJ Waldorp… - The Wiley handbook of …, 2018 - Wiley Online Library
This chapter demonstrates how the Ising model can be estimated. It shows that the Ising
model is equivalent to, or closely related to, prominent modeling techniques in …

An introduction to network psychometrics: Relating Ising network models to item response theory models

M Marsman, D Borsboom, J Kruis… - Multivariate …, 2018 - Taylor & Francis
In recent years, network models have been proposed as an alternative representation of
psychometric constructs such as depression. In such models, the covariance between …

The estimation of item response models with the lmer function from the lme4 package in R

P De Boeck, M Bakker, R Zwitser, M Nivard… - Journal of Statistical …, 2011 - jstatsoft.org
In this paper we elaborate on the potential of the lmer function from the lme4 package in R
for item response (IRT) modeling. In line with the package, an IRT framework is described …

Extended Rasch modeling: The eRm package for the application of IRT models in R

P Mair, R Hatzinger - Journal of Statistical Software, 2007 - jstatsoft.org
Item response theory models (IRT) are increasingly becoming established in social science
research, particularly in the analysis of performance or attitudinal data in psychology …

The psychometric modeling of scientific reasoning: A review and recommendations for future avenues

PA Edelsbrunner, F Dablander - Educational Psychology Review, 2019 - Springer
Psychometric modeling has become a frequently used statistical tool in research on
scientific reasoning. We review psychometric modeling practices in this field, including …

Contingency table analysis

M Kateri - Statistics for Industry and Technology, 2014 - Springer
The focus of this book is on models for contingency table analysis. It deals mainly with log-
linear models and special models for ordinal data (log-linear or nonlinear). Special models …

Pre-service teachers' empathy and cognitions: Statistical analysis of text data by graphical models

S Tettegah, CJ Anderson - Contemporary Educational Psychology, 2007 - Elsevier
This research examines empathic dispositions of 178 pre-service teachers. We analyzed
open ended responses to animated narrative vignette simulations (ANVs), which served as …

Bayesian inference for low-rank Ising networks

M Marsman, G Maris, T Bechger, C Glas - Scientific reports, 2015 - nature.com
Estimating the structure of Ising networks is a notoriously difficult problem. We demonstrate
that using a latent variable representation of the Ising network, we can employ a full-data …

A comprehensive simulation study of estimation methods for the Rasch model

A Robitzsch - Stats, 2021 - mdpi.com
The Rasch model is one of the most prominent item response models. In this article, different
item parameter estimation methods for the Rasch model are systematically compared …

[PDF][PDF] CML based estimation of extended Rasch models with the eRm package in R

P Mair, R Hatzinger - Psychology Science, 2007 - Citeseer
This paper presents an open source tool for computing extended Rasch models. It is
realized in R (R Development Core Team, 2006) and available as package eRm. In addition …