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The Causal Effects of Parental Divorce and Parental Temporary Separation on Children’s Cognitive Abilities and Psychological Well-being According to Parental Relationship Quality

Social indicators research, 2022-06, Vol.161 (2-3), p.963-987

2022

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Studying Enhanced Recovery After Surgery (ERAS®) Core Items in Colorectal Surgery: A Causal Model with Latent Variables

World journal of surgery, 2021-04, Vol.45 (4), p.928-939

2021

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Maximum likelihood estimation for discrete latent variable models via evolutionary algorithms

Statistics and computing, 2024-04, Vol.34 (2), Article 62

2024

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LMest : An R Package for Latent Markov Models for Longitudinal Categorical Data

Journal of statistical software, 2017-10, Vol.81 (4), p.1-38

2017

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A Causal Latent Transition Model With Multivariate Outcomes and Unobserved Heterogeneity: Application to Human Capital Development

Journal of educational and behavioral statistics, 2023-08, Vol.48 (4), p.387-419

2023

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Risk of adverse events in gastrointestinal endoscopy: Zero-inflated Poisson regression mixture model for count data and multinomial logit model for the type of event

PloS one, 2021-06, Vol.16 (6), p.e0253515-e0253515

2021

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Latent Markov Models for Longitudinal Data

1st edition, 2012

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A causal hidden Markov model for assessing effects of multiple direct mail campaigns

Test (Madrid, Spain), 2023-12, Vol.32 (4), p.1336-1364

2023

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Analysing the course of public trust via hidden Markov models: a focus on the Polish society

Statistical methods & applications, 2020-06, Vol.29 (2), p.399-425

2020

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Comparative analysis of alcohol control policies in 30 countries

PLoS medicine, 2007-04, Vol.4 (4), p.752-759

2007

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A latent class analysis towards stability and changes in breadwinning patterns among coupled households

Dependence modeling, 2019, Vol.7 (1), p.234-246

2019

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Correction: Book Review of Mixture and Hidden Markov Models with R, by Visser & Speekenbrink

Psychometrika, 2024-07

2024

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Class of Latent Markov Models for Capture-Recapture Data Allowing for Time, Heterogeneity, and Behavior Effects

Biometrics, 2007-06, Vol.63 (2), p.568-578

2007

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A latent Markov model for detecting patterns of criminal activity

Journal of the Royal Statistical Society. Series A, Statistics in society, 2007-01, Vol.170 (1), p.115-132

2007

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A multivariate statistical approach to predict COVID‐19 count data with epidemiological interpretation and uncertainty quantification

Statistics in medicine, 2021-10, Vol.40 (24), p.5351-5372

2021

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Maximum Likelihood Estimation of Multivariate Regime Switching Student‐ t Copula Models

International statistical review, 2024-02

2024

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A hidden Markov model for continuous longitudinal data with missing responses and dropout

Biometrical journal, 2023-06, Vol.65 (5), p.e2200016-n/a

2023

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Tempered expectation-maximization algorithm for the estimation of discrete latent variable models

Computational statistics, 2023-09, Vol.38 (3), p.1391-1424

2023

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Erratum to: Variable Selection for Hidden Markov Models with Continuous Variables and Missing Data

Journal of classification, 2024-02

2024

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An Analysis of the Effect of Streaming on Civic Participation Through a Causal Hidden Markov Model

Social indicators research, 2024-03, Vol.172 (1), p.163-190

2024

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Correction to: Tempered expectation-maximization algorithm for the estimation of discrete latent variable models

Computational statistics, 2023-09, Vol.38 (3), p.1425-1425

2023

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NEETs and Youth Unemployment: A Longitudinal Comparison Across European Countries

Social indicators research, 2022-07, Vol.162 (2), p.739-761

2022

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Comment on: The class of CUB models: statistical foundations, inferential issues and empirical evidence

Statistical methods & applications, 2019-09, Vol.28 (3), p.437-439

2019

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Variable Selection for Hidden Markov Models with Continuous Variables and Missing Data

Journal of classification, 2024-01

2024

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Latent Markov and growth mixture models for ordinal individual responses with covariates: A comparison

Statistical analysis and data mining, 2017-02, Vol.10 (1), p.29-39

2017

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The Causal Effects of Parental Divorce and Parental Temporary Separation on Children’s Cognitive Abilities and Psychological Well-being According to Parental Relationship Quality

Studying Enhanced Recovery After Surgery (ERAS®) Core Items in Colorectal Surgery: A Causal Model with Latent Variables

Maximum likelihood estimation for discrete latent variable models via evolutionary algorithms

LMest : An R Package for Latent Markov Models for Longitudinal Categorical Data

A Causal Latent Transition Model With Multivariate Outcomes and Unobserved Heterogeneity: Application to Human Capital Development

Risk of adverse events in gastrointestinal endoscopy: Zero-inflated Poisson regression mixture model for count data and multinomial logit model for the type of event

Latent Markov Models for Longitudinal Data

A causal hidden Markov model for assessing effects of multiple direct mail campaigns

Analysing the course of public trust via hidden Markov models: a focus on the Polish society

Comparative analysis of alcohol control policies in 30 countries

A latent class analysis towards stability and changes in breadwinning patterns among coupled households

Correction: Book Review of Mixture and Hidden Markov Models with R, by Visser & Speekenbrink

Class of Latent Markov Models for Capture-Recapture Data Allowing for Time, Heterogeneity, and Behavior Effects

A latent Markov model for detecting patterns of criminal activity

A multivariate statistical approach to predict COVID‐19 count data with epidemiological interpretation and uncertainty quantification

Maximum Likelihood Estimation of Multivariate Regime Switching Student‐ t Copula Models

A hidden Markov model for continuous longitudinal data with missing responses and dropout

Tempered expectation-maximization algorithm for the estimation of discrete latent variable models

Erratum to: Variable Selection for Hidden Markov Models with Continuous Variables and Missing Data

An Analysis of the Effect of Streaming on Civic Participation Through a Causal Hidden Markov Model

Correction to: Tempered expectation-maximization algorithm for the estimation of discrete latent variable models

NEETs and Youth Unemployment: A Longitudinal Comparison Across European Countries

Comment on: The class of CUB models: statistical foundations, inferential issues and empirical evidence

Variable Selection for Hidden Markov Models with Continuous Variables and Missing Data

Latent Markov and growth mixture models for ordinal individual responses with covariates: A comparison

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