Detail Information
Publications
Sequential Monte Carlo without likelihoodsS A Sisson
School of Mathematics and Statistics, University of New South Wales, Sydney, NSW 2052, Australia
Proc Natl Acad Sci U S A 104:1760-5. 2007..Here we propose a sequential Monte Carlo sampler that convincingly overcomes these inefficiencies. We demonstrate its implementation through an epidemiological study of the transmission rate of tuberculosis...
Bayesian point estimation of quantitative trait lociS A Sisson
Department of Mathematics and Computer Science, University of Puerto Rico, Rio Piedras, Puerto Rico
Biometrics 60:60-8. 2004..We introduce a loss function for estimating both the number of QTL and their location, and we illustrate its application via simulated and real data...
Using approximate Bayesian computation to estimate tuberculosis transmission parameters from genotype dataMark M Tanaka
School of Biotechnology and Biomolecular Sciences, University of New South Wales, Sydney, Australia
Genetics 173:1511-20. 2006..I. 0.64, 1.82); and reproductive value 3.4 (95% C.I. 1.4, 79.7). These figures suggest a rapidly spreading epidemic, consistent with observations of the resurgence of tuberculosis in the United States in the 1980s and 1990s...
