期刊： BRITISH JOURNAL OF MATHEMATICAL & STATISTICAL PSYCHOLOGY, ; ()
Data in social sciences are typically non-normally distributed and characterized by heavy tails. However, most widely used methods in social sciences ......
期刊： BRITISH JOURNAL OF MATHEMATICAL & STATISTICAL PSYCHOLOGY, ; ()
Among current state-of-the-art estimation methods for multilevel IRT models, the two-stage divide-and-conquer strategy has practical advantages, such ......
期刊： BRITISH JOURNAL OF MATHEMATICAL & STATISTICAL PSYCHOLOGY, 2020; 73 (3)
We propose a latent topic model with a Markov transition for process data, which consists of time-stamped events recorded in a log file. Such data are......
期刊： BRITISH JOURNAL OF MATHEMATICAL & STATISTICAL PSYCHOLOGY, 2020; 73 (1)
As a core component of most cognitive diagnosis models, the Q-matrix, or item and attribute association matrix, is typically developed by domain exper......
期刊： BRITISH JOURNAL OF MATHEMATICAL & STATISTICAL PSYCHOLOGY, 2020; 73 (1)
In this paper, we explore the use of the stochastic EM algorithm (Celeux & Diebolt (1985) Computational Statistics Quarterly, 2, 73) for large-sca......
期刊： BRITISH JOURNAL OF MATHEMATICAL & STATISTICAL PSYCHOLOGY, 2020; 73 (3)
The design of recommendation strategies in the adaptive learning systems focuses on utilizing currently available information to provide learners with......
期刊： BRITISH JOURNAL OF MATHEMATICAL & STATISTICAL PSYCHOLOGY, 0; ()
In a cognitive diagnostic assessment (CDA), attributes refer to fine-grained knowledge points or skills. The Q-matrix is a central component of CDA, w......
期刊： BRITISH JOURNAL OF MATHEMATICAL & STATISTICAL PSYCHOLOGY, 2019; 72 (1)
Two new methods to estimate the asymptotic covariance matrix for marginal maximum likelihood estimation of cognitive diagnosis models (CDMs), the inve......
期刊： BRITISH JOURNAL OF MATHEMATICAL & STATISTICAL PSYCHOLOGY, 2019; 72 (2)
The software package Bain can be used for the evaluation of informative hypotheses with respect to the parameters of a wide range of statistical model......
期刊： BRITISH JOURNAL OF MATHEMATICAL & STATISTICAL PSYCHOLOGY, 0; ()
Many educational and psychological assessments focus on multidimensional latent traits that often have a hierarchical structure to provide both overal......
期刊： BRITISH JOURNAL OF MATHEMATICAL & STATISTICAL PSYCHOLOGY, 0; ()
Intensive longitudinal studies are becoming progressively more prevalent across many social science areas, and especially in psychology. New technolog......
期刊： BRITISH JOURNAL OF MATHEMATICAL & STATISTICAL PSYCHOLOGY, 2018; 71 (1)
Autocorrelation and partial autocorrelation, which provide a mathematical tool to understand repeating patterns in time series data, are often used to......
期刊： BRITISH JOURNAL OF MATHEMATICAL & STATISTICAL PSYCHOLOGY, 2018; 71 (2)
The polychoric instrumental variable (PIV) approach is a recently proposed method to fit a confirmatory factor analysis model with ordinal data. In th......
期刊： BRITISH JOURNAL OF MATHEMATICAL & STATISTICAL PSYCHOLOGY, 2018; 71 (2)
To provide more refined diagnostic feedback with collateral information in item response times (RTs), this study proposed joint modelling of attribute......
