3 papers
stat.AP2026
Robust Parameter Estimation for Snow Load Induced by Annual Maximum Snow Accumulation Using Constrained Bayesian Priors
Shaveen A. Britto, Brennan L. Bean
This paper develops a Bayesian framework to estimate the parameters of the Generalized Extreme Value (GEV) distribution for the weight induced by annual maximum accumulations of sn…
q-bio.QM2021
Autocart -- spatially-aware regression trees for ecological and spatial modeling
Ethan Ancell, Brennan Bean
Many ecological and spatial processes are complex in nature and are not accurately modeled by linear models. Regression trees promise to handle the high-order interactions that are…
stat.ME2019
Interval-Valued Kriging Models for Geostatistical Mapping with Imprecise Inputs
Brennan Bean, Yan Sun, Marc Maguire
Many geosciences data are imprecise due to various limitations and uncertainties in the measuring process. One way to preserve this imprecision in a geostatistical mapping framewor…