[HTML][HTML] A systematic review of Bayesian articles in psychology: The last 25 years.
Although the statistical tools most often used by researchers in the field of psychology over
the last 25 years are based on frequentist statistics, it is often claimed that the alternative …
the last 25 years are based on frequentist statistics, it is often claimed that the alternative …
The effect of small sample size on two-level model estimates: A review and illustration
DM McNeish, LM Stapleton - Educational Psychology Review, 2016 - Springer
Multilevel models are an increasingly popular method to analyze data that originate from a
clustered or hierarchical structure. To effectively utilize multilevel models, one must have an …
clustered or hierarchical structure. To effectively utilize multilevel models, one must have an …
MplusAutomation: An R Package for Facilitating Large-Scale Latent Variable Analyses in Mplus
MN Hallquist, JF Wiley - Structural equation modeling: a …, 2018 - Taylor & Francis
MplusAutomation is a package for R that facilitates complex latent variable analyses in M
plus involving comparisons among many models and parameters. More specifically …
plus involving comparisons among many models and parameters. More specifically …
On using Bayesian methods to address small sample problems
D McNeish - Structural Equation Modeling: A Multidisciplinary …, 2016 - Taylor & Francis
As Bayesian methods continue to grow in accessibility and popularity, more empirical
studies are turning to Bayesian methods to model small sample data. Bayesian methods do …
studies are turning to Bayesian methods to model small sample data. Bayesian methods do …
Fixed effects models versus mixed effects models for clustered data: Reviewing the approaches, disentangling the differences, and making recommendations.
Clustered data are common in many fields. Some prominent examples of clustering are
employees clustered within supervisors, students within classrooms, and clients within …
employees clustered within supervisors, students within classrooms, and clients within …
Reliability estimation in a multilevel confirmatory factor analysis framework.
Scales with varying degrees of measurement reliability are often used in the context of
multistage sampling, where variance exists at multiple levels of analysis (eg, individual and …
multistage sampling, where variance exists at multiple levels of analysis (eg, individual and …
Modeling clustered data with very few clusters
D McNeish, LM Stapleton - Multivariate behavioral research, 2016 - Taylor & Francis
Small-sample inference with clustered data has received increased attention recently in the
methodological literature, with several simulation studies being presented on the small …
methodological literature, with several simulation studies being presented on the small …
Improving transparency and replication in Bayesian statistics: The WAMBS-Checklist.
S Depaoli, R Van de Schoot - Psychological methods, 2017 - psycnet.apa.org
Bayesian statistical methods are slowly creeping into all fields of science and are becoming
ever more popular in applied research. Although it is very attractive to use Bayesian …
ever more popular in applied research. Although it is very attractive to use Bayesian …
Bayesian versus frequentist estimation for structural equation models in small sample contexts: A systematic review
In small sample contexts, Bayesian estimation is often suggested as a viable alternative to
frequentist estimation, such as maximum likelihood estimation. Our systematic literature …
frequentist estimation, such as maximum likelihood estimation. Our systematic literature …
A gentle introduction to Bayesian analysis: Applications to developmental research
Bayesian statistical methods are becoming ever more popular in applied and fundamental
research. In this study a gentle introduction to Bayesian analysis is provided. It is shown …
research. In this study a gentle introduction to Bayesian analysis is provided. It is shown …