Handbook of Latent Variable and Related Models (Handbook of Computing and Statistics with Applicatio

Handbook of Latent Variable and Related Models. A volume in Handbook of Computing and Statistics with Applications. Book • Edited by: Sik-Yum Lee.
Table of contents

Editorial introduction to special issue on "Multilevel and other types of random coefficients models". Mokken scale analysis using hierarchical clustering procedures. Applied Psychological Measurement , 28, pdf. The order-restricted association model: Two estimation algorithms and issues in testing. Psychometrika , 69, Bergsma Bayesian posterior estimation of logit parameters with small samples. Sociological Methods and Research , 33, Country and consumer segmentation: Multi-level latent class analysis of financial product ownership.

International Journal of Research in Marketing , 21, Latent class regression analysis for describing cognitive developmental phenomena: European Journal of Developmental Psychology , 1, Survey Methodology, 30, Applied Stochastic Models in Business and Industry , 21, K Mixed-effects logistic regression models for indirectly observed outcome variables. Multivariate Behavioral Research ,40, Statistics in Medicine , 24, Testing log-linear models with inequality constraints: A comparison of asymptotic, bootstrap, and posterior predictive p values.

Statistica Neerlandica , 59, Maximum likelihood joint correspondence analysis. Methodology , 1, Measuring exposure to bullying at work: The validity and advantages of the latent class cluster approach. Individual autonomy in work teams: European Journal of Work and Organizational Psychology , 15, Random-effects models for personal networks: An application to marital status homogeneity.

Methodology , 2, What is special about social network analysis? Special issue "Social network analysis". Age differences in the prevalence of physical aggression among 5- to year-old Canadian boys and girls. Aggressive Behavior , 33, Homogeneity of social networks by age and marital status: A multilevel analysis of ego-centered networks. Social Networks , 29, Development and individual differences in transitive reasoning: Developmental Review , 27, H, and Vermunt, J. Acquisition patterns of financial products: Journal of Economic Psychology , 28, A Bayesian method for estimating missing scores in tests and questionnaires, and an accurate approximation.

Computational Statistics and Data Analysis , 51, A hierarchical mixture model for clustering three-way data sets. American Journal of Epidemiology , , Assessing dimensionality by maximizing H coefficient based objective functions. Applied Psychological Measurement , 31, Latent class analysis with sampling weights: A maximum likelihood approach.

Moustaki, Irini

Sociological Methods and Research , 36, The structure of psychosis revisited: The role of mood symptoms. Schizophrenia Research , 93, Estimation of models in a Rasch family for polytomous items and multiple latent variables. Journal of Statistical Software , 20 6 , Discrete-time discrete-state latent Markov modelling for assessing and predicting household acquisitions of financial products. A multilevel mediation model of the relationships between team autonomy, individual task design, and psychological well-being.


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Journal of Occupational and Organizational Psychology , 80, Evidence from a latent class discrete choice approach. European Sociological Review , 23, Assessing performance of orthology detection strategies applied to eukaryotic genomes. Latent class and finite mixture models for multilevel data sets. Statistical Methods in Medical Research , 17, Incidence and completeness of notification of Legionnaires' disease in the Netherlands: Covariate capture-recapture analysis acknowledging regional differences.

Epidemiology and Infection , , Clusters of lifestyle behaviors: Preventive Medicine , 46, — A bootstrap-based aggregate classifier for model-based clustering. Computational Statistics , 23, — Multiple imputation of categorical data using latent class analysis. Composing group-level constructs from individual-level survey data.

Organizational Research Methods , 12 2 , Schizophrenia risk factors for patient groups derived by latent class analysis. Schizophrenia Research , , Wage mobility in Europe: A comparative analysis using restricted multinomial logit regression. Quality and Quantity , 44, Incidence of missing item scores in personality measurement, and simple item-score imputation. Methodology , 6, Van der Ark, L.

New developments in missing data analysis. Multilevel growth mixture models for classifying groups. Journal of Educational and Behavioral Statistics , 35, Latent class modeling with covariates: Two improved three-step approaches. Political Analysis , 18, Memory bias in retrospectively collected employment careers: Sociological Methodology , 40, The simultaneous decision s about the number of lower- and higher-level classes in multilevel latent class analysis. Fetal growth trajectories in type-1 diabetic pregnancy.

Ultrasound in Obstetrics and Gynecology , 36 6 , Using mixed-measurement item response theory with covariates MM-IRT-C to ascertain observed and unobserved measurement equivalence. Organizational Research Methods , 14 1 , Multilevel mixed-measurement IRT analysis: An explication and application to self-reported emotions across the world Organizational Research Methods , 14 1 , Exploring risk groups and risk factors for workplace bullying. Industrial Health , 49, K-means may perform as well as mixture model clustering but may also be much worse: Comment on Steinley and Brusco Psychological Methods , 16, Measurement equivalence of ordinal items: A comparison of factor analytic, item response theory, and latent class approaches.

Sociological Methods and Research , 40 2 , Measurement and description of underlying dimensions of comorbid mental disorders using factor mixture models: International Journal of Methods in Psychiatric Research , 20, — When markets fall down: Are emerging markets all equal?

Handbook of Latent Variable and Related Models

International Journal of Finance and Economics , 16, — Dealing with extreme response style in cross-cultural research: A restricted latent class factor analysis approach. Sociological Methodology , 41, A mixture model with random-effects components for classifying sibling pairs. Statistics in Medicine , 30 27 , — Types of fatigue in sarcoidosis patients.

Journal of Psychosomatic Research , 71 6 , The development of verbal and visual working memory processes: A latent variable approach. Journal of Experimental Child Psychology , , Recidivism in subgroups of serious juvenile offenders: Different profiles, different risks? Criminal Behaviour and Mental Health , 22, — Identifying dietary patterns using a normal mixture model: Journal of Epidemiology and Community Health , 66, Multilevel mixture factor models.

Multivariate Behavioral Research , 47, A latent class analysis of psychosis dimensions in patients and controls. Schizophrenia Bulletin , 38 3 , Latent class models for testing monotonicity and invariant item ordering for polytomous items. British Journal of Mathematical and Statistical Psychology , 65 2 , The latent variable approach as applied to transitive reasoning. Cognitive Development , 27, — Exploring dynamics in mood regulation - mixture latent Markov modeling of ambulatory assessment data.

Psychosomatic Medicine , 74, How real is mobility between low pay, high pay and non-employment?


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    6. Response strategies and response styles in cross-cultural surveys. Cross-Cultural Research , 46, The impact of controlling for extreme responding on measurement equivalence in cross-cultural research. Methodology , 8, The identification of family subtype based on the assessment of subclinical levels of psychosis in relatives. BMC Psychiatry , 12, Testing the strain hypothesis of the Demand Control Model to explain severe bullying at work.

    Melanie M. Wall

    Economic and Industrial Democracy , 34, Exploring the response process of culturally differing survey respondents with a response style: Field Methods , 25, Clustering of drinker image characteristics: What characterizes the typical drinker? British Journal of Psychology , , L, van Kollenburg, G. A Monte Carlo evaluation of three methods to detect local dependence in binary data latent class models. Advances in Classification and Data Analysis , 7, Special issue on "Model-Based Clustering and Classification". Preface by Guests Editors.

    Estimating the association between latent class membership and external variables using bias adjusted three-step approaches. Sociological Methodology , 43, Micro-macro multilevel analysis for discrete data: A latent variable approach and an application on personal network data. Sociological Methods and Research , 42, Model-based approaches to synthesize microarray data: Statistical Methods in Medical Research , 22, Short term memory for serial order: Unraveling individual differences in the use of processes and changes across tasks.

    Cognition , 4, article doi: A factor mixture model for multivariate survival data. An application to the analysis of lifetime mental disorders. A conceptual and methodological framework for psychometric isomorphism: Validation of multilevel construct measures. Organizational Research Methods , 17, Who benefits from a job change: The dwarfs or the giants? European Societies , 16, Short term memory development: Differences in serial position curves between age groups and latent classes. Journal of Experimental Child Psychology , , — Latent class bivariate model for the meta-analysis of diagnostic test accuracy studies.

    Measuring student ability, classifying schools, and detecting item-bias at school-level based on student-level dichotomous attainment items.

    Mediation models: direct, indirect and total effects (part 6 of 6)

    Journal of Educational and Behavioral Statistics , 39, The effect of labeling and numbering of response scales on the likelihood of response bias. Sociological Methodology , 44, — Relating latent class assignments to external variables: Political Analysis , 22, Partial likelihood estimation of IRT models with censored lifetime data: Psychometrika , 79, Special issue on "Model-Based Clustering and Classification" part 2. Advances in Classification and Data Analysis , 8, Clustering financial time series: New insights from an extended hidden Markov model.

    Melanie M. Wall

    European Journal of Operational Research , , — Assessing model fit in latent class analysis when asymptotics do not hold. Methodology , 11, 65— Do survey or register data tell the truth? Survey Methodology , 41 1 , Evaluating measurement invariance in categorical data latent variable models with the EPC-interest, Political Analysis , 23, Depression trajectories, inflammation, and lifestyle factors in adolescence: Health Psychology , 34, On mixture models for diagnostic meta-analyses. Journal of Clinical Epidemiology , 68, Stepwise latent class models for explaining group-Level outcomes using discrete individual-level predictors.

    Multivariate Behavioral Research , 50, Hadiwijaya, H,, Klimstra, T. An adjusted person-centered approach, European Journal of Developmental Psychology , 12, Robustness of stepwise latent class modeling with continuous distal outcomes. Structural Equation Modeling , 23, Power computation for likelihood ratio tests for the transition parameters in latent Markov models. Relating latent class membership to continuous distal outcomes: Item response theory with covariates IRT-C: Assessing item recovery and differential item functioning for the three-parameter logistic model.

    Educational and Psychological Measurement , 76, Does modeling the covariance between independent variables and latent classes improve the results? Two of a kind. Similarities between ranking and rating data in measuring values. Survey Research Methods , 10, A comparison of incomplete-data methods for categorical data.

    Statistical Methods in Medical Research , 25, Micro-macro multilevel latent class models with multiple discrete individual-level variables. Advances in Classification and Data Analysis , 10, Power analysis for the bootstrap likelihood ratio test for the number of classes in latent class models. Erlbaum, Philadelphia, USA, Darrell and Moustaki, Irini Item response theory in a general framework In: Handbook of Statistics, Volume North-Holland, Amsterdam, The Netherlands, Handbook for Latent Variable and Related Models. Handbook of computing and statistics with applications Vol.

    Moustaki, I and Victoria-Feser, M. P Bounded-influence robust estimation in generalized linear latent variable models Journal of the American Statistical Association , Lawrence Erlbaum, Mahwah, U. Moustaki, Irini and Steele, Fiona Latent variable models for mixed categorical and survival responses with an application to fertility preferences and family planning in Bangladesh Statistical Modelling , 5 4. Moustaki, Irini and Joreskog, K and Mavridis, D Factor models for ordinal variables with covariate effects on the manifest and latent variables: Moustaki, Irini and Papageorgiou, Ioulia Latent class models for mixed outcomes with applications in archaeometry Computational Statistics and Data Analysis , 48 3.

    Lawrence Earlbaum Publishers, Mahwah, U. Moustaki, Irini Latent variable models with covariates In: Perspectives From the Pioneers of the Late 20th Century: Lawrence Erlbaum Associates, Mahwah, U. Moustaki, Irini A general class of latent variable models for ordinal manifest variables with covariate effects on the manifest and latent variables British Journal of Mathematical and Statistical Psychology , 56 2.

    Statistics in Society , 2. Moustaki, Irini and Marcoulides, George. A Locating "don't know", "no answer" and middle alternatives on an attitude scale: Marcoulides, G and Moustaki, Irini, eds. Latent Variable and Latent Structure Models. Lawrence Erlbaum Associates, U. Moustaki, Irini A latent variable model for ordinal variables Applied Psychological Measurement , 24 3.

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    Moustaki, Irini and O'Muircheartaigh, C. Moustaki, Irini A review of exploratory factor analysis for ordinal categorical data In: Scientific software international, U. Moustaki, Irini and Knott, Martin Weighting for item non-response in attitude scales by using latent variable models with covariates Journal of the Royal Statistical Society. Statistics in Society , 3. Moustaki, Irini A latent trait and a latent class model for mixed observed variables British Journal of Mathematical and Statistical Psychology , 49 2.

    This book provides a comprehensive and unified approach to factor analysis and latent variable modelling and theory, providing a unified and coherent treatment from a statistical perspective published July Browse the Experts Directory: Service providing unique access to LSE's expertise. Use of this website is subject to, and implies acceptance of, its Terms of use including Copyright and intellectual property , Privacy and data protection and Accessibility.