23 citations · 26 across the 3 of their papers we have counts for
3 papers
stat.AP2017
Spatio-Temporal Analysis of Surveillance Data
Jon Wakefield, Tracy Qi Dong, Vladimir N. Minin
In this chapter, we consider space-time analysis of surveillance count data. Such data are ubiquitous and a number of approaches have been proposed for their analysis. We first des…
stat.CO2015★ 3 cited
Efficient Transition Probability Computation for Continuous-Time Branching Processes via Compressed Sensing
Jason Xu, Vladimir N. Minin
Branching processes are a class of continuous-time Markov chains (CTMCs) with ubiquitous applications. A general difficulty in statistical inference under partially observed CTMC m…
stat.AP2012★ 23 cited
Integrated Nested Laplace Approximation for Bayesian Nonparametric Phylodynamics
Julia A. Palacios, Vladimir N. Minin
The goal of phylodynamics, an area on the intersection of phylogenetics and population genetics, is to reconstruct population size dynamics from genetic data. Recently, a series of…