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Comparing brms Univariate vs. Joint Models using PSIS-LOO. Is ELPD additive?
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4
|
99
|
August 17, 2025
|
|
Model selection with multiple observation likelihoods
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3
|
98
|
July 29, 2025
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Question on model stacking -- averaging posteriors of parameters, not predictions
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19
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1670
|
July 24, 2025
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Two Conceptual Questions Regarding Bayesian Model Averaging
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2
|
125
|
June 5, 2025
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Comparing different likelihoods with loo-cv
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4
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142
|
October 5, 2024
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Model comparison for multiple imputation with brm_multiple
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1
|
115
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September 20, 2024
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Loo comparisons between slightly different data
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1
|
125
|
June 25, 2024
|
|
Favors better LOO-CV results or Pareto k diagnostics for model selection
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|
11
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496
|
June 19, 2024
|
|
Model has large p_loo but wins model comparison
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2
|
328
|
November 29, 2023
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Validity of using the Savage Dickey method to calculate the Bayes Factor
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1
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372
|
October 15, 2023
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Hiearchical logistic regression - low event rate in one binary predictor and in the dv & assessing model fit
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1
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434
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September 13, 2023
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Lppd and k-folds CV with multivariate normal and trial-specific parameters
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|
2
|
401
|
September 3, 2023
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Comparison of machine learning models and Bayesian models
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15
|
2519
|
April 7, 2023
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Relationship between elpd differences and likelihood ratios
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3
|
893
|
March 30, 2023
|
|
Problem with loo function for model comparison
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5
|
557
|
February 28, 2023
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How to speed up `brms::loo_subsample()` for large models
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16
|
1596
|
October 25, 2022
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Is the effective sample size estimator using the variogram in BDA3 always valid?
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4
|
2399
|
March 28, 2022
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Contradictory results for model comparison when using ELPD-LOO versus Bayes Factors
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|
2
|
1392
|
February 4, 2022
|
|
Possible to use both within-chain parallelization of log likelihood and still save log_lik for loo computations?
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2
|
695
|
December 17, 2021
|
|
New package for sensitivity analysis using importance sampling
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13
|
2351
|
June 18, 2021
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Model selection of nonlinear flexible hierarchical model with loo
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|
1
|
806
|
June 14, 2021
|
|
Compare linear vs. nonlinear model fit
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|
5
|
874
|
March 1, 2021
|
|
Demonstrating similarity of two time series
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|
1
|
453
|
February 9, 2021
|
|
Alternative to LOO for simulation studies
|
|
14
|
1183
|
November 17, 2020
|
|
Hypothesis testing, model selection, model comparison - some thoughts
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|
6
|
3839
|
November 10, 2020
|
|
IS-LOO / K-fold CV vs Bayes factors
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|
2
|
1468
|
October 28, 2020
|
|
Model comparison with Maximum-Likelihood fits
|
|
1
|
703
|
October 13, 2020
|
|
Repeated measure hierarchical reinforcement learning with groups (2 x 2 x 2 design)
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|
7
|
2030
|
July 28, 2020
|
|
Relative Risk (RR) and absolute reduction in relative risk (ARR) with stan_glm
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|
5
|
721
|
May 29, 2020
|
|
Modelling two mutually informative decisions
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|
4
|
670
|
May 14, 2020
|