Christopher Drovandi

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Anthony PettittEmeritus Professor of Statistics, Queensland University of TechnologyVerificeret mail på qut.edu.au
Kerrie MengersenQueensland University of TechnologyVerificeret mail på qut.edu.au
James McGreeQueensland University of TechnologyVerificeret mail på qut.edu.au
David NottAssociate Professor of Statistics, National University of SingaporeVerificeret mail på nus.edu.sg
David Tyler FrazierMonash University, Department of Econometrics and Business StatisticsVerificeret mail på monash.edu
Elizabeth RyanMonash UniversityVerificeret mail på monash.edu
Leah SouthQueensland University of TechnologyVerificeret mail på qut.edu.au
Brodie A. J. LawsonQUT Centre for Data Science, ARC Centre of Excellence for Plant Success in Nature and AgricultureVerificeret mail på qut.edu.au
kevin burrageProfessor Computational Mathematics, Queensland University of TechnologyVerificeret mail på qut.edu.au
David WarneSenior Lecturer in Statistical Data Science, Queensland University of TechnologyVerificeret mail på qut.edu.au
Anthony LeeSchool of Mathematics, University of BristolVerificeret mail på bristol.ac.uk
Antonietta MiraProfessore di Statistica, Università della Svizzera italiana, LuganoVerificeret mail på usi.ch
Matthew J SimpsonQueensland University of TechnologyVerificeret mail på qut.edu.au
robert kohnProfessor of Economics University of New South WalesVerificeret mail på unsw.edu.au
Blanca RodriguezUniversity of OxfordVerificeret mail på cs.ox.ac.uk
Scott SissonProfessor of Statistics & Data Science, University of New South WalesVerificeret mail på unsw.edu.au
pamela burrageQueensland University of TechnologyVerificeret mail på qut.edu.au
Daniel Edward PagendamPrincipal Research Scientist & Team Leader, CSIRO Data61Verificeret mail på data61.csiro.au
Ian B. StewartProfessor of Exercise Physiology, Queensland University of TechnologyVerificeret mail på qut.edu.au
Robert SalomoneQueensland University of TechnologyVerificeret mail på qut.edu.au

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Christopher Drovandi

Professor of Statistics, Queensland University of Technology

Verificeret mail på qut.edu.au - Startside

Bayesian Computation Likelihood-free Methods Bayesian Experimental Design Applications of Bayesian Statistics


Titel Sortér efter henvisninger Sortér efter årstal Sortér efter titel	Citeret af Citeret af	År
A review of modern computational algorithms for Bayesian optimal design EG Ryan, CC Drovandi, JM McGree, AN Pettitt International Statistical Review 84 (1), 128-154, 2016	360	2016
Estimation of parameters for macroparasite population evolution using approximate Bayesian computation CC Drovandi, AN Pettitt Biometrics 67 (1), 225-233, 2011	278	2011
Bayesian synthetic likelihood LF Price, CC Drovandi, A Lee, DJ Nott Journal of Computational and Graphical Statistics 27 (1), 1-11, 2018	255	2018
Water quality mediates resilience on the Great Barrier Reef MA MacNeil, C Mellin, S Matthews, NH Wolff, TR McClanahan, M Devlin, ... Nature Ecology & Evolution 3 (4), 620-627, 2019	194	2019
Approximate Bayesian computation using indirect inference CC Drovandi, AN Pettitt, MJ Faddy Journal of the Royal Statistical Society Series C: Applied Statistics 60 (3 …, 2011	134	2011
Likelihood-free Bayesian estimation of multivariate quantile distributions CC Drovandi, AN Pettitt Computational Statistics & Data Analysis 55 (9), 2541-2556, 2011	131	2011
Bayesian Indirect Inference using a Parametric Auxiliary Model CC Drovandi, AN Pettitt, A Lee Statistical Science 30 (1), 72-95, 2015	123	2015
A sequential Monte Carlo algorithm to incorporate model uncertainty in Bayesian sequential design CC Drovandi, JM McGree, AN Pettitt Journal of Computational and Graphical Statistics 23 (1), 3-24, 2014	110	2014
Bayesian estimation of small effects in exercise and sports science KL Mengersen, CC Drovandi, CP Robert, DB Pyne, CJ Gore PloS one 11 (4), e0147311, 2016	99	2016
Unlocking data sets by calibrating populations of models to data density: A study in atrial electrophysiology BAJ Lawson, CC Drovandi, N Cusimano, P Burrage, B Rodriguez, ... Science advances 4 (1), e1701676, 2018	80	2018
Sequential Monte Carlo for Bayesian sequentially designed experiments for discrete data CC Drovandi, JM McGree, AN Pettitt Computational Statistics & Data Analysis 57 (1), 320-335, 2013	79	2013
Variational Bayes with synthetic likelihood VMH Ong, DJ Nott, MN Tran, SA Sisson, CC Drovandi Statistics and Computing 28, 971-988, 2018	74	2018
Bayesian experimental design for models with intractable likelihoods CC Drovandi, AN Pettitt Biometrics 69 (4), 937-948, 2013	69	2013
Principles of experimental design for Big Data analysis CC Drovandi, C Holmes, JM McGree, K Mengersen, S Richardson, ... Statistical science: a review journal of the Institute of Mathematical …, 2017	68	2017
Towards Bayesian experimental design for nonlinear models that require a large number of sampling times EG Ryan, CC Drovandi, MH Thompson, AN Pettitt Computational Statistics & Data Analysis 70, 45-60, 2014	67	2014
Quantifying uncertainty in parameter estimates for stochastic models of collective cell spreading using approximate Bayesian computation BN Vo, CC Drovandi, AN Pettitt, MJ Simpson Mathematical biosciences 263, 133-142, 2015	61	2015
Fully Bayesian experimental design for pharmacokinetic studies EG Ryan, CC Drovandi, AN Pettitt Entropy 17 (3), 1063-1089, 2015	58	2015
Robust Bayesian synthetic likelihood via a semi-parametric approach Z An, DJ Nott, C Drovandi Statistics and Computing 30 (3), 543-557, 2020	57	2020
Bayesian inference using synthetic likelihood: asymptotics and adjustments DT Frazier, DJ Nott, C Drovandi, R Kohn Journal of the American Statistical Association 118 (544), 2821-2832, 2023	55	2023
Robust approximate Bayesian inference with synthetic likelihood DT Frazier, C Drovandi Journal of Computational and Graphical Statistics 30 (4), 958-976, 2021	55	2021

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