Jonathan R. Bradley

发表

Boundary Detection Using a Bayesian Hierarchical Model for Multiscale Spatial Data

Xufeng Niu, Kai Qu, Jonathan R. Bradley, 2019, Technometrics.

A comparison of spatial predictors when datasets could be very large

Jonathan R. Bradley, Noel Cressie, Tao Shi, 2014, 1410.7748.

Joint spatio-temporal analysis of multiple response types using the hierarchical generalized transformation model with application to coronavirus disease 2019 and social distancing

Jonathan R. Bradley, J. Bradley, 2020, 2002.09983.

Testing for a Zero Proportion

Jonathan R. Bradley, David L. Farnsworth, D. Farnsworth, 2013 .

Spatio‐temporal models for big multinomial data using the conditional multivariate logit‐beta distribution

Jonathan R. Bradley, Christopher K. Wikle, Scott H. Holan, 2018, Journal of Time Series Analysis.

Joint Bayesian Analysis of Multiple Response-Types Using the Hierarchical Generalized Transformation Model

Jonathan R. Bradley, J. Bradley, 2020, Bayesian Analysis.

What is the best predictor that you can compute in five minutes using a given Bayesian hierarchical model

Jonathan R. Bradley, J. Bradley, 2019, 1912.04542.

Bayesian analysis of areal data with unknown adjacencies using the stochastic edge mixed effects model

Jonathan R. Bradley, Heli Gao, J. Bradley, 2019, Spatial Statistics.

Regionalization of multiscale spatial processes by using a criterion for spatial aggregation error

Jonathan R. Bradley, Christopher K. Wikle, Scott H. Holan, 2015, 1502.01974.

Space-Time Change of Support [R package stcos version 0.3.0]

Jonathan R. Bradley, Christopher K. Wikle, Andrew M. Raim, 2020 .

Spatio-Temporal Change of Support with Application to American Community Survey Multi-Year Period Estimates

Jonathan R. Bradley, Christopher K. Wikle, Scott H. Holan, 2015 .

Bayesian inference for big spatial data using non-stationary spectral simulation

Jonathan R. Bradley, Hou-Cheng Yang, J. Bradley, 2020, Spatial Statistics.

NCRN Meeting Spring 2015: Models for Multiscale Spatially-Referenced Count Data

Jonathan R. Bradley, Christopher K. Wikle, Scott Holan, 2015 .

Spatio-temporal change of support modeling with R

Jonathan R. Bradley, Christopher K. Wikle, Andrew M. Raim, 2019 .

Multivariate spatio-temporal models for high-dimensional areal data with application to Longitudinal Employer-Household Dynamics

Jonathan R. Bradley, Christopher K. Wikle, Scott H. Holan, 2015, 1503.00982.

Bayesian Spatial Change of Support for Count-Valued Survey Data With Application to the American Community Survey

Jonathan R. Bradley, Christopher K. Wikle, Scott H. Holan, 2014, 1405.7227.

Comparing and selecting spatial predictors using local criteria

Noel A Cressie, Jonathan R. Bradley, Tao Shi, 2015 .

An Approach to Incorporate Subsampling Into a Generic Bayesian Hierarchical Model

Jonathan R. Bradley, J. Bradley, 2021, J. Comput. Graph. Stat..

Spatio-temporal change of support modeling with R

Jonathan R. Bradley, Christopher K. Wikle, Scott H. Holan, 2019, Computational Statistics.

Constrained Bayesian Hierarchical Models for Gaussian Data: A Model Selection Criterion Approach

Jonathan R. Bradley, Qingying Zong, J. Bradley, 2021, 2104.10222.

Mixed Effects Modeling for Areal Data that Exhibit Multivariate-Spatio-Temporal Dependencies

Jonathan R. Bradley, Christopher K. Wikle, Scott H. Holan, 2014, 1407.7479.

Computationally Efficient Multivariate Spatio-Temporal Models for High-Dimensional Count-Valued Data

Jonathan R. Bradley, Christopher K. Wikle, Scott H. Holan, 2017 .

Rejoinder on: Comparing and selecting spatial predictors using local criteria

Noel A Cressie, Jonathan R. Bradley, Tao Shi, 2015 .

Testing for Mutual Exclusivity

Jonathan R. Bradley, David L. Farnsworth, D. Farnsworth, 2009 .

NCRN Meeting Spring 2015: Regionalization of Multiscale Spatial Processes Using a Criterion for Spatial Aggregation Error

Jonathan R. Bradley, Christopher K. Wikle, Scott H. Holan, 2015 .

Selection of rank and basis functions in the Spatial Random Effects Model

Noel A Cressie, Jonathan R. Bradley, Tao Shi, 2011 .

Local spatial-predictor selection

Noel A Cressie, Jonathan R. Bradley, Tao Shi, 2013 .