Latent Variable Models

Weighted pairwise likelihood goodness-of-fit tests for binary factor models
Limited information goodness-of-fit (LIGOF) tests are increasingly recognized for their application in high-dimensional multivariate …
15 Apr 2024 2:00 PM — 3:00 PM Data Analysis and Statistical Science, Ghent University, Belgium
Haziq Jamil
Slides
Pairwise likelihood estimation and limited information goodness-of-fit test statistics for binary factor analysis models under complex survey sampling
This paper discusses estimation and limited information goodness-of-fit test statistics in factor models for binary data using pairwise …
Haziq Jamil, Irini Moustaki, Chris Skinner
Preprint DOI
Pairwise likelihood goodness of fit tests for binary factor models
9 Aug 2023 2:00 PM — 3:00 PM FOS, UBD
Haziq Jamil
Code
Pairwise likelihood goodness of fit tests for binary factor models
Limited information goodness of fit (GOF) tests have gained recognition in the literature for high-dimensional multivariate categorical …
27 Jul 2023 4:10 PM — 5:25 PM University of Maryland
Haziq Jamil
Code Slides
Pairwise likelihood estimation for confirmatory factor analysis models with categorical variables and data that are missing at random
Methods for the treatment of item non-response in attitudinal scales and in large-scale assessments under the pairwise likelihood (PL) …
Myrsini Katsikatsou, Irini Moustaki, Haziq Jamil
PDF Cite DOI
A latent variable model for maximal performance testing with dropouts for military applications
Soldiers are expected to perform complex and demanding tasks during operations, often while carrying a heavy load. It is therefore …
19 Nov 2020 2:30 PM — 3:30 PM Lecture Room 2 (D2.8), Block D, Integrated Science Building, UBD
Haziq Jamil
A latent variable model for maximal performance testing with dropouts for military applications
Investigating the effect of load carriage on soldiers’ performances using structural equation models
Soldiers are required to perform tasks that call upon a complex combination of their physical and cognitive capabilities. For example, …
28 May 2020 1:00 PM — 2:00 PM Online
Haziq Jamil
Scoring individual abilities using multilevel latent variable models
To devise a suitable statistical model to produce scores for individuals’ abilities relevant in the field of fitness and sports.
Last updated on 3 Apr 2024