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Trends and Challenges in Categorical Data Analysis: Statistical Modelling and Interpretation

1, 2023

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A Note on Likelihood Ratio Tests for Models with Latent Variables

Psychometrika, 2020-12, Vol.85 (4), p.996-1012

2020

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Single- and Multiple-Group Penalized Factor Analysis: A Trust-Region Algorithm Approach with Integrated Automatic Multiple Tuning Parameter Selection

Psychometrika, 2021-03, Vol.86 (1), p.65-95

2021

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Use of the Lagrange Multiplier Test for Assessing Measurement Invariance Under Model Misspecification

Educational and psychological measurement, 2022-04, Vol.82 (2), p.254-280

2022

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Latent Class Analysis: Insights about design and analysis of schistosomiasis diagnostic studies

PLoS neglected tropical diseases, 2021-02, Vol.15 (2), p.e0009042-e0009042

2021

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Validation of a new test for Schistosoma haematobium based on detection of Dra1 DNA fragments in urine: evaluation through latent class analysis

PLoS neglected tropical diseases, 2012-01, Vol.6 (1), p.e1464-e1464

2012

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Guideline Assessment Project II: statistical calibration informed the development of an AGREE II extension for surgical guidelines

Surgical endoscopy, 2021-08, Vol.35 (8), p.4061-4068

2021

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Factor Analysis of Ordinal Variables: A Comparison of Three Approaches

Multivariate behavioral research, 2001-07, Vol.36 (3), p.347-387

2001

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A latent Markov modelling approach to the evaluation of circulating cathodic antigen strips for schistosomiasis diagnosis pre- and post-praziquantel treatment in Uganda

PLoS computational biology, 2013-12, Vol.9 (12), p.e1003402-e1003402

2013

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Nonequivalence of Measurement in Latent Variable Modeling of Multigroup Data: A Sensitivity Analysis

Psychological methods, 2015-12, Vol.20 (4), p.523-536

2015

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DIF Analysis with Unknown Groups and Anchor Items

Psychometrika, 2024-03, Vol.89 (1), p.267-295

2024

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Sampling of pairs in pairwise likelihood estimation for latent variable models with categorical observed variables

Statistics and computing, 2019-03, Vol.29 (2), p.351-365

2019

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Pairwise likelihood estimation and limited-information goodness-of-fit test statistics for binary factor analysis models under complex survey sampling

British journal of mathematical & statistical psychology, 2024-10

2024

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Using a Nonparametric Multilevel Latent Markov Model to Evaluate Diagnostics for Trachoma

American journal of epidemiology, 2013-05, Vol.177 (9), p.913-922

2013

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Pairwise Likelihood Ratio Tests and Model Selection Criteria for Structural Equation Models with Ordinal Variables

Psychometrika, 2016-12, Vol.81 (4), p.1046-1068

2016

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Analysis of Multivariate Social Science Data

2nd ed., 2008

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Assessment of generalised Bayesian structural equation models for continuous and binary data

British journal of mathematical & statistical psychology, 2023-11, Vol.76 (3), p.559-584

2023

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Detection of two-way outliers in multivariate data and application to cheating detection in educational tests

The annals of applied statistics, 2022-09, Vol.16 (3)

2022

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Assessing Partial Association Between Ordinal Variables: Quantification, Visualization, and Hypothesis Testing

Journal of the American Statistical Association, 2021-04, Vol.116 (534), p.955-968

2021

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Latent variable models and factor analysis: a unified approach, 3rd edition (Wiley series in probability and statistics)

3rd ed., 2011

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Latent variable modelling with non-ignorable item non-response: multigroup response propensity models for cross-national analysis

Journal of the Royal Statistical Society. Series A, Statistics in society, 2018-10, Vol.181 (4), p.1169-1192

2018

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Rotation to Sparse Loadings Using $$L^p$$ Losses and Related Inference Problems

Psychometrika, 2023-06, Vol.88 (2), p.527-553

2023

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A multilevel structural equation model for the interrelationships between multiple latent dimensions of childhood socio‐economic circumstances, partnership transitions and mid‐life health

Journal of the Royal Statistical Society. Series A, Statistics in society, 2020-06, Vol.183 (3), p.1029-1050

2020

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Approximated Penalized Maximum Likelihood for Exploratory Factor Analysis: An Orthogonal Case

Psychometrika, 2018-09, Vol.83 (3), p.628-649

2018

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Pairwise stochastic approximation for confirmatory factor analysis of categorical data

British journal of mathematical & statistical psychology, 2024-04

2024

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Trends and Challenges in Categorical Data Analysis: Statistical Modelling and Interpretation

A Note on Likelihood Ratio Tests for Models with Latent Variables

Single- and Multiple-Group Penalized Factor Analysis: A Trust-Region Algorithm Approach with Integrated Automatic Multiple Tuning Parameter Selection

Use of the Lagrange Multiplier Test for Assessing Measurement Invariance Under Model Misspecification

Latent Class Analysis: Insights about design and analysis of schistosomiasis diagnostic studies

Validation of a new test for Schistosoma haematobium based on detection of Dra1 DNA fragments in urine: evaluation through latent class analysis

Guideline Assessment Project II: statistical calibration informed the development of an AGREE II extension for surgical guidelines

Factor Analysis of Ordinal Variables: A Comparison of Three Approaches

A latent Markov modelling approach to the evaluation of circulating cathodic antigen strips for schistosomiasis diagnosis pre- and post-praziquantel treatment in Uganda

Nonequivalence of Measurement in Latent Variable Modeling of Multigroup Data: A Sensitivity Analysis

DIF Analysis with Unknown Groups and Anchor Items

Sampling of pairs in pairwise likelihood estimation for latent variable models with categorical observed variables

Pairwise likelihood estimation and limited-information goodness-of-fit test statistics for binary factor analysis models under complex survey sampling

Using a Nonparametric Multilevel Latent Markov Model to Evaluate Diagnostics for Trachoma

Pairwise Likelihood Ratio Tests and Model Selection Criteria for Structural Equation Models with Ordinal Variables

Analysis of Multivariate Social Science Data

Assessment of generalised Bayesian structural equation models for continuous and binary data

Detection of two-way outliers in multivariate data and application to cheating detection in educational tests

Assessing Partial Association Between Ordinal Variables: Quantification, Visualization, and Hypothesis Testing

Latent variable models and factor analysis: a unified approach, 3rd edition (Wiley series in probability and statistics)

Latent variable modelling with non-ignorable item non-response: multigroup response propensity models for cross-national analysis

Rotation to Sparse Loadings Using $$L^p$$ Losses and Related Inference Problems

A multilevel structural equation model for the interrelationships between multiple latent dimensions of childhood socio‐economic circumstances, partnership transitions and mid‐life health

Approximated Penalized Maximum Likelihood for Exploratory Factor Analysis: An Orthogonal Case

Pairwise stochastic approximation for confirmatory factor analysis of categorical data

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