Cargando…

Illustrating Bayesian Evaluation of Informative Hypotheses for Regression Models

In the present article we illustrate a Bayesian method of evaluating informative hypotheses for regression models. Our main aim is to make this method accessible to psychological researchers without a mathematical or Bayesian background. The use of informative hypotheses is illustrated using two dat...

Descripción completa

Detalles Bibliográficos
Autores principales:	Kluytmans, Anouck, van de Schoot, Rens, Mulder, Joris, Hoijtink, Herbert
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Research Foundation 2012
Materias:	Psychology
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3265142/ https://www.ncbi.nlm.nih.gov/pubmed/22291675 http://dx.doi.org/10.3389/fpsyg.2012.00002

Ejemplares similares

Sample size determination for Bayesian ANOVAs with informative hypotheses
por: Fu, Qianrao, et al.
Publicado: (2022)

Bayesian evaluation of informative hypotheses
por: Hoijtink, Herbert, et al.
Publicado: (2008)

Moving Beyond Traditional Null Hypothesis Testing: Evaluating Expectations Directly
por: de Schoot, Rens Van, et al.
Publicado: (2011)

Analyzing indirect effects in cluster randomized trials. The effect of estimation method, number of groups and group sizes on accuracy and power
por: Hox, Joop J., et al.
Publicado: (2014)

Application and Evaluation of an Expert Judgment Elicitation Procedure for Correlations
por: Zondervan-Zwijnenburg, Mariëlle, et al.
Publicado: (2017)

Facing off with Scylla and Charybdis: a comparison of scalar, partial, and the novel possibility of approximate measurement invariance
por: van de Schoot, Rens, et al.
Publicado: (2013)

Editorial: Moving Beyond Non-informative Prior Distributions: Achieving the Full Potential of Bayesian Methods for Psychological Research
por: Koenig, Christoph, et al.
Publicado: (2021)

Constrained statistical inference: sample-size tables for ANOVA and regression
por: Vanbrabant, Leonard, et al.
Publicado: (2015)

All for one or some for all? Evaluating informative hypotheses using multiple N = 1 studies
por: Klaassen, Fayette, et al.
Publicado: (2017)

Bayesian evaluation of informative hypotheses in cluster-randomized trials
por: Moerbeek, Mirjam
Publicado: (2018)

A Similarity-Weighted Informative Prior Distribution for Bayesian Multiple Regression Models
por: König, Christoph
Publicado: (2021)

Using Bayesian regression to test hypotheses about relationships between parameters and covariates in cognitive models
por: Boehm, Udo, et al.
Publicado: (2017)

Evaluating Model Fit in Bayesian Confirmatory Factor Analysis With Large Samples: Simulation Study Introducing the BRMSEA
por: Hoofs, Huub, et al.
Publicado: (2017)

Systematic search of Bayesian statistics in the field of psychotraumatology
por: van de Schoot, Rens, et al.
Publicado: (2017)

Using Bayesian statistics for modeling PTSD through Latent Growth Mixture Modeling: implementation and discussion
por: Depaoli, Sarah, et al.
Publicado: (2015)

Expert Elicitation for Latent Growth Curve Models: The Case of Posttraumatic Stress Symptoms Development in Children With Burn Injuries
por: Veen, Duco, et al.
Publicado: (2020)

Clinical Applications of Neuropsychoanalysis: Hypotheses Toward an Integrative Model
por: Flores Mosri, Daniela
Publicado: (2021)

Perceptions as Hypotheses: Saccades as Experiments
por: Friston, Karl, et al.
Publicado: (2012)

Approximate Measurement Invariance of Willingness to Sacrifice for the Environment Across 30 Countries: The Importance of Prior Distributions and Their Visualization
por: Arts, Ingrid, et al.
Publicado: (2021)

Sample-size determination for the Bayesian t test and Welch’s test using the approximate adjusted fractional Bayes factor
por: Fu, Qianrao, et al.
Publicado: (2020)

The experience of traumatic events disrupts the measurement invariance of a posttraumatic stress scale
por: Lommen, Miriam J. J., et al.
Publicado: (2014)

Proposal for a Five-Step Method to Elicit Expert Judgment
por: Veen, Duco, et al.
Publicado: (2017)

Illustrating Instrumental Variable Regressions Using the Career Adaptability – Job Satisfaction Relationship
por: Bollmann, Grégoire, et al.
Publicado: (2019)

Bayesian multilevel multivariate logistic regression for superiority decision-making under observable treatment heterogeneity
por: Kavelaars, Xynthia, et al.
Publicado: (2023)

Analyzing small data sets using Bayesian estimation: the case of posttraumatic stress symptoms following mechanical ventilation in burn survivors
por: van de Schoot, Rens, et al.
Publicado: (2015)

Simple Bayesian testing of scientific expectations in linear regression models
por: Mulder, J., et al.
Publicado: (2019)

Controlled information integration and bayesian inference
por: Juslin, Peter
Publicado: (2015)

Bayesian Revision vs. Information Distortion
por: Russo, J. Edward
Publicado: (2018)

Editorial: Measurement Invariance
por: Van De Schoot, Rens, et al.
Publicado: (2015)

A Bayesian perspective on severity: risky predictions and specific hypotheses
por: van Dongen, Noah, et al.
Publicado: (2022)

Bio-Psychological Predictors of Acute and Protracted Fatigue After Burns: A Longitudinal Study
por: Boersma-van Dam, Elise, et al.
Publicado: (2022)

Forelimb preferences in human beings and other species: multiple models for testing hypotheses on lateralization
por: Versace, Elisabetta, et al.
Publicado: (2015)

On the scope of scientific hypotheses
por: Thompson, William Hedley, et al.
Publicado: (2023)

Processing Probability Information in Nonnumerical Settings – Teachers’ Bayesian and Non-bayesian Strategies During Diagnostic Judgment
por: Leuders, Timo, et al.
Publicado: (2020)

Flexible Bayesian regression modeling
por: Fan, Yanan, et al.
Publicado: (2019)

Bayesian regression modeling with INLA
por: Wang, Xiaofeng, et al.
Publicado: (2018)

Latent Growth Mixture Models to estimate PTSD trajectories
por: Van de Schoot, Rens
Publicado: (2015)

A Gentle Introduction to Bayesian Analysis: Applications to Developmental Research
por: van de Schoot, Rens, et al.
Publicado: (2014)

Bayesian Tests of Topology Hypotheses with an Example from Diving Beetles
por: Bergsten, Johannes, et al.
Publicado: (2013)

A Review of Consequences of Poverty on Economic Decision-Making: A Hypothesized Model of a Cognitive Mechanism
por: Adamkovič, Matúš, et al.
Publicado: (2017)

Cannot write session to /tmp/vufind_sessions/sess_dqrtdnfkp6h3uhpsp8jhkihi37