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Samuel Berchuck

Assistant Professor of Biostatistics & Bioinformatics
Biostatistics & Bioinformatics, Division of Translational Biomedical
DUMC Box 2721, Durham, NC 27710
2424 Erwin Rd, Hock Plaza, 9th Floor, Office 9028, Durham, NC 27705

Scholarly Works - Software


spCP: Spatially Varying Change Points With Spatiotemporal Slopes and Intersects

Software · 2018 Implements a spatially varying change point model with unique intercepts, slopes, variance intercepts and slopes, and change points at each location. Inference is within the Bayesian setting using Markov chain Monte Carlo (MCMC). The response variable can ... Link to item Cite

womblR: Spatiotemporal Boundary Detection Model for Areal Unit Data

Software · 2017 Implements a spatiotemporal boundary detection model with a dissimilarity metric for areal data with inference in a Bayesian setting using Markov chain Monte Carlo (MCMC). The response variable can be modeled as Gaussian (no nugget), probit or Tobit link a ... Link to item Cite