Christopher Drovandi

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	All	Since 2016
Citations	1867	1605
h-index	22	21
i10-index	45	45

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2011201220132014201520162017201820192020202120 39 38 69 86 160 156 347 370 555 6

Co-authors

Anthony PettittProfessor of Statistics, Queensland University of TechnologyVerified email at qut.edu.au
James McGreeQueensland University of TechnologyVerified email at qut.edu.au
Kerrie MengersenQueensland University of TechnologyVerified email at qut.edu.au
David NottAssociate Professor of Statistics, National University of SingaporeVerified email at nus.edu.sg
Leah South (Price)Queensland University of TechnologyVerified email at qut.edu.au
Elizabeth RyanUniversity of WarwickVerified email at student.qut.edu.au
Anthony LeeSchool of Mathematics, University of BristolVerified email at bristol.ac.uk
kevin burrageProfessor Computational Mathematics, Queensland University of TechnologyVerified email at qut.edu.au
Brodie A. J. LawsonARC Centre of Excellence for Mathematical and Statistical Frontiers, Queensland University ofVerified email at qut.edu.au
Scott SissonProfessor of Statistics & Data Science, University of New South WalesVerified email at unsw.edu.au
Christian RobertUniversité Paris Dauphine, PSL & University of WarwickVerified email at ceremade.dauphine.fr
pamela burrageQueensland University of TechnologyVerified email at qut.edu.au
Ziwen AnQueensland University of TechnologyVerified email at hdr.qut.edu.au
M. Julian CaleyVerified email at qut.edu.au
Minh-Ngoc TranSenior Lecturer, University of SydneyVerified email at sydney.edu.au
Dr Brenda VoSchool of Science & Technology, University of New England, Armidale, NSW 2351 AustraliaVerified email at une.edu.au
Jurgen FrippAustralian e-Health Research Centre CSIRO Computational InformaticsVerified email at csiro.au
Doecke, J*CSIROVerified email at csiro.au
Blanca RodriguezUniversity of OxfordVerified email at cs.ox.ac.uk
M. Helen ThompsonQueensland University of TechnologyVerified email at qut.edu.au

Christopher Drovandi

Professor of Statistics, Queensland University of Technology

Verified email at qut.edu.au - Homepage

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


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Estimation of parameters for macroparasite population evolution using approximate Bayesian computation CC Drovandi, AN Pettitt Biometrics 67 (1), 225-233, 2011	195	2011
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	123	2016
Bayesian synthetic likelihood LF Price, CC Drovandi, A Lee, DJ Nott Journal of Computational and Graphical Statistics 27 (1), 1-11, 2018	97	2018
Approximate Bayesian computation using indirect inference CC Drovandi, AN Pettitt, MJ Faddy Journal of the Royal Statistical Society: Series C (Applied Statistics) 60 …, 2011	94	2011
Bayesian Indirect Inference using a Parametric Auxiliary Model CC Drovandi, AN Pettitt, A Lee Statistical Science 30 (1), 72-95, 2015	83	2015
Likelihood-free Bayesian estimation of multivariate quantile distributions CC Drovandi, AN Pettitt Computational Statistics & Data Analysis 55 (9), 2541-2556, 2011	76	2011
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	70	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	56	2016
Bayesian experimental design for models with intractable likelihoods CC Drovandi, AN Pettitt Biometrics 69 (4), 937-948, 2013	53	2013
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	51	2013
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	50	2019
Variational Bayes with synthetic likelihood VMH Ong, DJ Nott, MN Tran, SA Sisson, CC Drovandi Statistics and Computing 28 (4), 971-988, 2018	46	2018
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	46	2015
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	41	2014
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	39	2018
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	36	2017
Pre-processing for approximate Bayesian computation in image analysis MT Moores, CC Drovandi, K Mengersen, CP Robert Statistics and Computing 25 (1), 23-33, 2015	36	2015
Fully Bayesian experimental design for pharmacokinetic studies EG Ryan, CC Drovandi, AN Pettitt Entropy 17 (3), 1063-1089, 2015	33	2015
Melanoma cell colony expansion parameters revealed by approximate Bayesian computation BN Vo, CC Drovandi, AN Pettitt, GJ Pettet PLoS computational biology 11 (12), e1004635, 2015	26	2015
An approach for finding fully Bayesian optimal designs using normal-based approximations to loss functions AM Overstall, JM McGree, CC Drovandi Statistics and Computing 28 (2), 343-358, 2018	25	2018

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