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01/25/2023
Model selection-based estimation for generalized additive models using mixtures of g-priors: Towards systematization
We consider estimation of generalized additive models using basis expans...
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10/19/2022
Functional clustering methods for binary longitudinal data with temporal heterogeneity
In the analysis of binary longitudinal data, it is of interest to model ...
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10/07/2020
Posterior contraction in group sparse logit models for categorical responses
This paper studies posterior contraction in multi-category logit models ...
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08/24/2020
Unified Bayesian asymptotic theory for sparse linear regression
We study frequentist asymptotic properties of Bayesian procedures for hi...
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08/15/2020
The art of BART: On flexibility of Bayesian forests
Considerable effort has been directed to developing asymptotically minim...
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08/14/2020