Items where Author is "Prangle, Dennis"

Journal Article

Kypraios, Theodore and Neal, Peter John and Prangle, Dennis (2017) A tutorial introduction to Bayesian inference for stochastic epidemic models using Approximate Bayesian Computation. Mathematical Biosciences, 287. pp. 42-53. ISSN 0025-5564

Nunes, Matthew Alan and Prangle, Dennis (2015) abctools : an R package for tuning Approximate Bayesian Computation analyses. The R Journal, 7 (2). pp. 189-205. ISSN 2073-4859

Prangle, Dennis and Fearnhead, Paul and Cox, Murray and Biggs, Patrick and French, Nigel (2014) Semi-automatic selection of summary statistics for ABC model choice. Statistical Applications in Genetics and Molecular Biology, 13 (1). pp. 67-82. ISSN 2194-6302

Blum, M. G. B. and Nunes, Matthew and Prangle, Dennis and Sisson, S. A. (2013) A comparative review of dimension reduction methods in approximate Bayesian computation. Statistical Science, 28 (2). pp. 189-208. ISSN 0883-4237

Fearnhead, Paul and Prangle, Dennis (2012) Constructing summary statistics for approximate Bayesian computation: semi-automatic approximate Bayesian computation (with Discussion). Journal of the Royal Statistical Society: Series B (Statistical Methodology), 74 (3). pp. 419-474. ISSN 1369-7412

Thesis

Prangle, Dennis and Fearnhead, Paul (2011) Summary statistics and sequential methods for approximate Bayesian computation. PhD thesis, Lancaster University.