Christopher Wikle

18 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0002-0655-2696

Department of Statistics, University of Missouri

Publications

• A Bayesian spatio-temporal level set dynamic model and application to fire front propagation — The Annals of Applied Statistics 2024
• Interpolating Population Distributions using Public-Use Data: An Application to Income Segregation using American Community Survey Data — Journal of the American Statistical Association 2023
• Bayesian inverse reinforcement learning for collective animal movement — The Annals of Applied Statistics 2022
• The ASA president’s task force statement on statistical significance and replicability — The Annals of Applied Statistics 2021
• Bayesian Hierarchical Models With Conjugate Full-Conditional Distributions for Dependent Data From the Natural Exponential Family — Journal of the American Statistical Association 2020
• Regionalization of multiscale spatial processes by using a criterion for spatial aggregation error — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2017
• Bayesian Spatial Change of Support for Count-Valued Survey Data With Application to the American Community Survey — Journal of the American Statistical Association 2016
• Spatio-temporal assimilation of modelled catchment loads with monitoring data in the Great Barrier Reef — The Annals of Applied Statistics 2016
• Comment — Journal of the American Statistical Association 2015
• Multivariate spatio-temporal models for high-dimensional areal data with application to Longitudinal Employer-Household Dynamics — The Annals of Applied Statistics 2015
• Statistical Agent-Based Models for Discrete Spatio-Temporal Systems — Journal of the American Statistical Association 2010
• A Bayesian Hierarchical Nonoverlapping Random Disc Growth Model — Journal of the American Statistical Association 2009
• Environmental Statistics: Methods and Applications — Journal of the American Statistical Association 2006
• A Kernel-Based Spatio-Temporal Dynamical Model for Nowcasting Weather Radar Reflectivities — Journal of the American Statistical Association 2005
• Computational Statistics Handbook With MATLAB — Journal of the American Statistical Association 2004
• Spatiotemporal Hierarchical Bayesian Modeling Tropical Ocean Surface Winds — Journal of the American Statistical Association 2001
• Fast and flexible emulation of spatial extremes processes via variational autoencoders — Journal of the American Statistical Association
• A Statistician’s Overview of Physics-Informed Neural Networks for Spatio-Temporal Data — Journal of the American Statistical Association