Residual Associations in Latent Class and Latent Transition Analysis

Tihomir Asparouhov · Bengt Muthén

110 citations0/0 files storedStructural Equation Modeling A Multidisciplinary Journal

No readable copy stored yet — this record is metadata only.

No open-access location is known for this record yet.

Literature note Cite in a project Citation map

Psychometric Methodologies and Testing Statistical Methods and Bayesian Inference Bayesian Methods and Mixture Models

Abstract

This article explores a method for modeling associations among binary and ordered categorical variables. The method has the advantage that maximum-likelihood estimation can be used in multivariate models without numerical integration because the observed data log-likelihood has an explicit form. The association model is especially useful with mixture models to handle violations of the local independence assumption. Applications to latent class and latent transition analysis are presented.

Paper brief

Loading…

Cite this work

Citation unavailable for this work.

BibTeX RIS CSL-JSON

No public copy is stored for this record, so only the metadata is cited.

Citations in this library

Citation map →

Stored only when both papers are in the corpus — 110 citations exist upstream.

References

1968ESTIMATION OF LATENT ABILITY USING A RESPONSE PATTERN OF GRADED SCORES1 1984A General Structural Equation Model with Dichotomous, Ordered Categorical, and Continuous Latent Variable Indicators 2004Latent Class Models 1996Random Effects Models in Latent Class Analysis for Evaluating Accuracy of Diagnostic Tests 1988Latent Structure Models with Direct Effects between Indicators 2013Latent Class Models in Diagnostic Studies When There is No Reference Standard--A Systematic Review

Cited by

2016Video gaming in a hyperconnected world: A cross-sectional study of heavy gaming, problematic gaming symptoms, and online socializing in adolescents 2022The child and Adolescent Trauma Screen 2 (CATS-2) – validation of an instrument to measure DSM-5 and ICD-11 PTSD and complex PTSD in children and adolescents 2020Patterns of Healthcare Discrimination Among Transgender Help-Seekers 2022Residual Structural Equation Models 2020Home Language and Literacy Environments and Early Literacy Trajectories of Low-Socioeconomic Status Chilean Children 2022What Does Non-standard Employment Look Like in the United States? An Empirical Typology of Employment Quality

Explore the map →

Papers that cite the same references — the relational fallback while embeddings are still backfilling.

Imported from OpenAlex (CC0) — nothing here is generated.