Assessment of generalised Bayesian structural equation models for continuous and binary data
Br J Math Stat Psychol. 2023 Jul 4. doi: 10.1111/bmsp.12314. Online ahead of print.ABSTRACTThe paper proposes a novel model assessment paradigm aiming to address shortcoming of posterior predictive p $$ p $$ -values, which provide the default metric of fit for Bayesian structural equation modelling (BSEM). The model framework presented in the paper focuses on the approximate zero approach (Psychological Methods, 17, 2012, 313), which involves formulating certain parameters (such as factor loadings) to be approximately zero through the use of informative priors, instead of explicitly setting them to zero. The introduced m...
Source: The British Journal of Mathematical and Statistical Psychology - July 4, 2023 Category: Statistics Authors: Konstantinos Vamvourellis Konstantinos Kalogeropoulos Irini Moustaki Source Type: research

Assessment of generalised Bayesian structural equation models for continuous and binary data
Br J Math Stat Psychol. 2023 Jul 4. doi: 10.1111/bmsp.12314. Online ahead of print.ABSTRACTThe paper proposes a novel model assessment paradigm aiming to address shortcoming of posterior predictive p $$ p $$ -values, which provide the default metric of fit for Bayesian structural equation modelling (BSEM). The model framework presented in the paper focuses on the approximate zero approach (Psychological Methods, 17, 2012, 313), which involves formulating certain parameters (such as factor loadings) to be approximately zero through the use of informative priors, instead of explicitly setting them to zero. The introduced m...
Source: The British Journal of Mathematical and Statistical Psychology - July 4, 2023 Category: Statistics Authors: Konstantinos Vamvourellis Konstantinos Kalogeropoulos Irini Moustaki Source Type: research

Assessment of generalised Bayesian structural equation models for continuous and binary data
Br J Math Stat Psychol. 2023 Jul 4. doi: 10.1111/bmsp.12314. Online ahead of print.ABSTRACTThe paper proposes a novel model assessment paradigm aiming to address shortcoming of posterior predictive p $$ p $$ -values, which provide the default metric of fit for Bayesian structural equation modelling (BSEM). The model framework presented in the paper focuses on the approximate zero approach (Psychological Methods, 17, 2012, 313), which involves formulating certain parameters (such as factor loadings) to be approximately zero through the use of informative priors, instead of explicitly setting them to zero. The introduced m...
Source: The British Journal of Mathematical and Statistical Psychology - July 4, 2023 Category: Statistics Authors: Konstantinos Vamvourellis Konstantinos Kalogeropoulos Irini Moustaki Source Type: research

Assessment of generalised Bayesian structural equation models for continuous and binary data
Br J Math Stat Psychol. 2023 Jul 4. doi: 10.1111/bmsp.12314. Online ahead of print.ABSTRACTThe paper proposes a novel model assessment paradigm aiming to address shortcoming of posterior predictive p $$ p $$ -values, which provide the default metric of fit for Bayesian structural equation modelling (BSEM). The model framework presented in the paper focuses on the approximate zero approach (Psychological Methods, 17, 2012, 313), which involves formulating certain parameters (such as factor loadings) to be approximately zero through the use of informative priors, instead of explicitly setting them to zero. The introduced m...
Source: The British Journal of Mathematical and Statistical Psychology - July 4, 2023 Category: Statistics Authors: Konstantinos Vamvourellis Konstantinos Kalogeropoulos Irini Moustaki Source Type: research

Assessment of generalised Bayesian structural equation models for continuous and binary data
Br J Math Stat Psychol. 2023 Jul 4. doi: 10.1111/bmsp.12314. Online ahead of print.ABSTRACTThe paper proposes a novel model assessment paradigm aiming to address shortcoming of posterior predictive p $$ p $$ -values, which provide the default metric of fit for Bayesian structural equation modelling (BSEM). The model framework presented in the paper focuses on the approximate zero approach (Psychological Methods, 17, 2012, 313), which involves formulating certain parameters (such as factor loadings) to be approximately zero through the use of informative priors, instead of explicitly setting them to zero. The introduced m...
Source: The British Journal of Mathematical and Statistical Psychology - July 4, 2023 Category: Statistics Authors: Konstantinos Vamvourellis Konstantinos Kalogeropoulos Irini Moustaki Source Type: research

Testing indirect effect with a complete or incomplete dichotomous mediator
Br J Math Stat Psychol. 2023 Jun 26. doi: 10.1111/bmsp.12313. Online ahead of print.ABSTRACTPast methodological research on mediation analysis mainly focused on situations where all variables were complete and continuous. When issues of categorical data occur combined with missing data, more methodological considerations are involved. Specifically, appropriate decisions need to be made on estimation methods of the indirect effects and on confidence intervals for testing the indirect effects with accommodations of missing data. We compare strategies that address these issues based on a model with a dichotomous mediator, aim...
Source: The British Journal of Mathematical and Statistical Psychology - June 26, 2023 Category: Statistics Authors: Fan Jia Wei Wu Po-Yi Chen Source Type: research

Testing indirect effect with a complete or incomplete dichotomous mediator
Br J Math Stat Psychol. 2023 Jun 26. doi: 10.1111/bmsp.12313. Online ahead of print.ABSTRACTPast methodological research on mediation analysis mainly focused on situations where all variables were complete and continuous. When issues of categorical data occur combined with missing data, more methodological considerations are involved. Specifically, appropriate decisions need to be made on estimation methods of the indirect effects and on confidence intervals for testing the indirect effects with accommodations of missing data. We compare strategies that address these issues based on a model with a dichotomous mediator, aim...
Source: The British Journal of Mathematical and Statistical Psychology - June 26, 2023 Category: Statistics Authors: Fan Jia Wei Wu Po-Yi Chen Source Type: research

Testing indirect effect with a complete or incomplete dichotomous mediator
Br J Math Stat Psychol. 2023 Jun 26. doi: 10.1111/bmsp.12313. Online ahead of print.ABSTRACTPast methodological research on mediation analysis mainly focused on situations where all variables were complete and continuous. When issues of categorical data occur combined with missing data, more methodological considerations are involved. Specifically, appropriate decisions need to be made on estimation methods of the indirect effects and on confidence intervals for testing the indirect effects with accommodations of missing data. We compare strategies that address these issues based on a model with a dichotomous mediator, aim...
Source: The British Journal of Mathematical and Statistical Psychology - June 26, 2023 Category: Statistics Authors: Fan Jia Wei Wu Po-Yi Chen Source Type: research

Testing indirect effect with a complete or incomplete dichotomous mediator
Br J Math Stat Psychol. 2023 Jun 26. doi: 10.1111/bmsp.12313. Online ahead of print.ABSTRACTPast methodological research on mediation analysis mainly focused on situations where all variables were complete and continuous. When issues of categorical data occur combined with missing data, more methodological considerations are involved. Specifically, appropriate decisions need to be made on estimation methods of the indirect effects and on confidence intervals for testing the indirect effects with accommodations of missing data. We compare strategies that address these issues based on a model with a dichotomous mediator, aim...
Source: The British Journal of Mathematical and Statistical Psychology - June 26, 2023 Category: Statistics Authors: Fan Jia Wei Wu Po-Yi Chen Source Type: research

Testing indirect effect with a complete or incomplete dichotomous mediator
Br J Math Stat Psychol. 2023 Jun 26. doi: 10.1111/bmsp.12313. Online ahead of print.ABSTRACTPast methodological research on mediation analysis mainly focused on situations where all variables were complete and continuous. When issues of categorical data occur combined with missing data, more methodological considerations are involved. Specifically, appropriate decisions need to be made on estimation methods of the indirect effects and on confidence intervals for testing the indirect effects with accommodations of missing data. We compare strategies that address these issues based on a model with a dichotomous mediator, aim...
Source: The British Journal of Mathematical and Statistical Psychology - June 26, 2023 Category: Statistics Authors: Fan Jia Wei Wu Po-Yi Chen Source Type: research

Testing indirect effect with a complete or incomplete dichotomous mediator
Br J Math Stat Psychol. 2023 Jun 26. doi: 10.1111/bmsp.12313. Online ahead of print.ABSTRACTPast methodological research on mediation analysis mainly focused on situations where all variables were complete and continuous. When issues of categorical data occur combined with missing data, more methodological considerations are involved. Specifically, appropriate decisions need to be made on estimation methods of the indirect effects and on confidence intervals for testing the indirect effects with accommodations of missing data. We compare strategies that address these issues based on a model with a dichotomous mediator, aim...
Source: The British Journal of Mathematical and Statistical Psychology - June 26, 2023 Category: Statistics Authors: Fan Jia Wei Wu Po-Yi Chen Source Type: research

Corrigendum
Br J Math Stat Psychol. 2023 May 31. doi: 10.1111/bmsp.12312. Online ahead of print.NO ABSTRACTPMID:37254887 | DOI:10.1111/bmsp.12312 (Source: The British Journal of Mathematical and Statistical Psychology)
Source: The British Journal of Mathematical and Statistical Psychology - May 31, 2023 Category: Statistics Source Type: research

Corrigendum
Br J Math Stat Psychol. 2023 May 31. doi: 10.1111/bmsp.12312. Online ahead of print.NO ABSTRACTPMID:37254887 | DOI:10.1111/bmsp.12312 (Source: The British Journal of Mathematical and Statistical Psychology)
Source: The British Journal of Mathematical and Statistical Psychology - May 31, 2023 Category: Statistics Source Type: research

Corrigendum
Br J Math Stat Psychol. 2023 May 31. doi: 10.1111/bmsp.12312. Online ahead of print.NO ABSTRACTPMID:37254887 | DOI:10.1111/bmsp.12312 (Source: The British Journal of Mathematical and Statistical Psychology)
Source: The British Journal of Mathematical and Statistical Psychology - May 31, 2023 Category: Statistics Source Type: research

Corrigendum
Br J Math Stat Psychol. 2023 May 31. doi: 10.1111/bmsp.12312. Online ahead of print.NO ABSTRACTPMID:37254887 | DOI:10.1111/bmsp.12312 (Source: The British Journal of Mathematical and Statistical Psychology)
Source: The British Journal of Mathematical and Statistical Psychology - May 31, 2023 Category: Statistics Source Type: research