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07/18/2022
Analyzing trends in precipitation patterns using Hidden Markov model stochastic weather generators
We develop a flexible spline-based Bayesian hidden Markov model stochast...
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06/25/2021
A numerically stable online implementation and exploration of WAIC through variations of the predictive density, using NIMBLE
We go through the process of crafting a robust and numerically stable on...
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01/27/2021
Computational methods for Bayesian semiparametric Item Response Theory models
Item response theory (IRT) models are widely used to obtain interpretabl...
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02/15/2019
Detected changes in precipitation extremes at their native scales derived from in situ measurements
The gridding of daily accumulated precipitation--especially extremes--fr...
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07/11/2018