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04/28/2023
Bayesian Testing of Scientific Expectations Under Exponential Random Graph Models
The exponential random graph (ERGM) model is a popular statistical frame...
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12/07/2022
Bayesian multilevel multivariate logistic regression for superiority decision-making under observable treatment heterogeneity
In social, medical, and behavioral research we often encounter datasets ...
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06/08/2022
Bayesian multivariate logistic regression for superiority and inferiority decision-making under treatment heterogeneity
The effects of a treatment may differ between patients with different ch...
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04/22/2022
Bayesian mixed-effect models for independent dynamic social network data
Relational event or time-stamped social network data have become increas...
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03/23/2022
Separating the Wheat from the Chaff: Bayesian Regularization in Dynamic Social Networks
In recent years there has been an increasing interest in the use of rela...
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09/15/2021
Bayesian testing of linear versus nonlinear effects using Gaussian process priors
A Bayes factor is proposed for testing whether the effect of a key predi...
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09/04/2021
A Bayesian semi-parametric approach for modeling memory decay in dynamic social networks
In relational event networks, the tendency for actors to interact with e...
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01/13/2021
A Latent Variable Model for Relational Events with Multiple Receivers
Directional relational event data, such as email data, often include mul...
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11/18/2019
BFpack: Flexible Bayes Factor Testing of Scientific Theories in R
There has been a tremendous methodological development of Bayes factors ...
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07/27/2018
Simple Bayesian testing of scientific expectations in linear regression models
Scientific theories can often be formulated using equality and order con...
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07/16/2018
Bayes factor testing of equality and order constraints on measures of association in social research
Measures of association play a central role in the social sciences to qu...
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05/27/2018
BIC extensions for order-constrained model selection
The Schwarz or Bayesian information criterion (BIC) is one of the most w...
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01/29/2018
The Lazy Bootstrap. A Fast Resampling Method for Evaluating Latent Class Model Fit
The latent class model is a powerful unsupervised clustering algorithm f...
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10/26/2017