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20112026
most citedMultivariate spatio-temporal models for high-dimensional areal data with application to Longitudinal Employer-Household Dynamics

91 citations · 257 across the 49 of their papers we have counts for

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stat.ME2017★ 56 cited

Discussion on Computationally Efficient Multivariate Spatio-Temporal Models for High-Dimensional Count-Valued Data by Bradley et al

William Weimin Yoo

I begin my discussion by summarizing the methodology proposed and new distributional results on multivariate log-Gamma derived in the paper. Then, I draw an interesting connection…

stat.ME2017

Bayesian Hierarchical Models with Conjugate Full-Conditional Distributions for Dependent Data from the Natural Exponential Family

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

We introduce a Bayesian approach for analyzing (possibly) high-dimensional dependent data that are distributed according to a member from the natural exponential family of distribu…