Donald R. Williams

University of California, Davis — United States

Psychology · Social Sciences

31h-index4.0kcitations144works0.02yr avg
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Research Topics

Mental Health Research Topics(45), Statistical Methods and Bayesian Inference(22), Functional Brain Connectivity Studies(18), Bayesian Modeling and Causal Inference(14), Statistical Methods and Inference(11)

Publications144 total

Beyond Average Scores: Identification of Consistent and Inconsistent Academic Achievement in Grouping Units
2024Open Access
Bayesian Multilevel VAR Models with Random Covariance Matrices: Estimation Requirements
2024Open Access
Heterogeneous heterogeneity by default: Testing categorical moderators in mixed‐effects meta‐analysis
British Journal of Mathematical and Statistical Psychology·2023· 12 citedOpen Access
Who is and is not “average”? Random effects selection with spike-and-slab priors.
Psychological Methods·2022· 3 citedOpen Access
psymetadata: An R Package Containing Open Datasets from Meta-Analyses in Psychology
Journal of Open Psychology Data·2022· 2 citedOpen Access
chkptstanr: Checkpoint MCMC Sampling with 'Stan'
2022
Why overfitting is not (usually) a problem in partial correlation networks.
Psychological Methods·2022· 12 citedOpen Access
A network perspective on abnormal child behavior in primary school students
Psychological Reports·2022· 1 citedOpen Access
psymetadata: An R Package Containing Open Datasets from Meta-Analyses in Psychology
2022Open Access
A review of applications of the Bayes factor in psychological research.
Psychological Methods·2022· 80 citedOpen Access
Bayesian Bootstrapped Correlation Coefficients
The Quantitative Methods for Psychology·2022· 6 citedOpen Access
Mortality Rates Among Hospitalized Patients With COVID-19 Infection Treated With Tocilizumab and Corticosteroids
JAMA Network Open·2022· 35 citedOpen Access
Bayesian Uncertainty Estimation for Gaussian Graphical Models and Centrality Indices
Multivariate Behavioral Research·2022· 18 citedOpen Access
Learning to live with sampling variability: Expected replicability in partial correlation networks.
Psychological Methods·2022· 9 citedOpen Access
Putting the individual into reliability: Bayesian testing of homogeneous within-person variance in hierarchical models
Behavior Research Methods·2021· 19 citedOpen Access
Heterogeneous Heterogeneity by Default: Testing Categorical Moderators in Random-effects Meta-Analysis
2021· 1 citedOpen Access
GGMnonreg: Non-Regularized Gaussian Graphical Models in R
The Journal of Open Source Software·2021· 2 citedOpen Access
Bayesian Bootstrapping Correlations [R package BBcor version 1.0.3]
2021
Bayesian Uncertainty Estimation for Gaussian Graphical Models and Centrality Indices
2021· 2 citedOpen Access
Putting Variation into Variance: Modeling Between-Study Heterogeneity in Meta-Analysis
2021· 17 citedOpen Access
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Frequent Co-authors

Philippe Rast(11), Joris Mulder(11), Paul‐Christian Bürkner(8), Stephen R. Martin(4), A. I. MEYERS(4), Rickard Carlsson(3), Florian Böing-Messing(3), Marlyne Meijerink-Bosman(3), Caspar J. Van Lissa(3), Eric‐Jan Wagenmakers(3), Herbert Hoijtink(3), Daniel Quintana(2), K. Barry Sharpless(2), Mijke Rhemtulla(2), Anna Wysocki(2), Gary W. Erickson(2), Steven White(2), Melvin L. Druelinger(2), Daniel W. Heck(2), Udo Boehm(2)