124 citations · 233 across the 3 of their papers we have counts for
3 papers
Convergence rate of Markov chain methods for genomic motif discovery
Dawn B. Woodard, Jeffrey S. Rosenthal
We analyze the convergence rate of a simplified version of a popular Gibbs sampling method used for statistical discovery of gene regulatory binding motifs in DNA sequences. This s…
Forecasting emergency medical service call arrival rates
David S. Matteson, Mathew W. McLean, Dawn B. Woodard +1
We introduce a new method for forecasting emergency call arrival rates that combines integer-valued time series models with a dynamic latent factor structure. Covariate information…
Conditions for rapid mixing of parallel and simulated tempering on multimodal distributions
Dawn B. Woodard, Scott C. Schmidler, Mark Huber
We give conditions under which a Markov chain constructed via parallel or simulated tempering is guaranteed to be rapidly mixing, which are applicable to a wide range of multimodal…