Christopher Drovandi 个人学术档案

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Anthony PettittEmeritus Professor of Statistics, Queensland University of Technology在 qut.edu.au 的电子邮件经过验证
Kerrie MengersenQueensland University of Technology在 qut.edu.au 的电子邮件经过验证
James McGreeQueensland University of Technology在 qut.edu.au 的电子邮件经过验证
David NottAssociate Professor of Statistics, National University of Singapore在 nus.edu.sg 的电子邮件经过验证
David Tyler FrazierMonash University, Department of Econometrics and Business Statistics在 monash.edu 的电子邮件经过验证
Elizabeth RyanMonash University在 monash.edu 的电子邮件经过验证
Leah SouthQueensland University of Technology在 qut.edu.au 的电子邮件经过验证
Brodie A. J. LawsonQUT Centre for Data Science, ARC Centre of Excellence for Plant Success in Nature and Agriculture在 qut.edu.au 的电子邮件经过验证
kevin burrageProfessor Computational Mathematics, Queensland University of Technology在 qut.edu.au 的电子邮件经过验证
Anthony LeeSchool of Mathematics, University of Bristol在 bristol.ac.uk 的电子邮件经过验证
Antonietta MiraProfessore di Statistica, Università della Svizzera italiana, Lugano在 usi.ch 的电子邮件经过验证
David WarneLecturer in Statistical Data Science, Queensland University of Technology在 qut.edu.au 的电子邮件经过验证
Matthew J SimpsonQueensland University of Technology在 qut.edu.au 的电子邮件经过验证
robert kohnProfessor of Economics University of New South Wales在 unsw.edu.au 的电子邮件经过验证
Scott SissonProfessor of Statistics & Data Science, University of New South Wales在 unsw.edu.au 的电子邮件经过验证
pamela burrageQueensland University of Technology在 qut.edu.au 的电子邮件经过验证
Blanca RodriguezUniversity of Oxford在 cs.ox.ac.uk 的电子邮件经过验证
Ian B. StewartProfessor of Exercise Physiology, Queensland University of Technology在 qut.edu.au 的电子邮件经过验证
M. Julian Caley在 qut.edu.au 的电子邮件经过验证
Minh-Ngoc TranAssociate Professor, University of Sydney在 sydney.edu.au 的电子邮件经过验证

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Christopher Drovandi

Professor of Statistics, Queensland University of Technology

在 qut.edu.au 的电子邮件经过验证 - 首页

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


标题按引用次数排序按年份排序按标题排序	引用次数引用次数	年份
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	314	2016
Estimation of parameters for macroparasite population evolution using approximate Bayesian computation CC Drovandi, AN Pettitt Biometrics 67 (1), 225-233, 2011	267	2011
Bayesian synthetic likelihood LF Price, CC Drovandi, A Lee, DJ Nott Journal of Computational and Graphical Statistics 27 (1), 1-11, 2018	228	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	169	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	127	2011
Likelihood-free Bayesian estimation of multivariate quantile distributions CC Drovandi, AN Pettitt Computational Statistics & Data Analysis 55 (9), 2541-2556, 2011	126	2011
Bayesian Indirect Inference using a Parametric Auxiliary Model CC Drovandi, AN Pettitt, A Lee Statistical Science 30 (1), 72-95, 2015	115	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	102	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	93	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	74	2018
Variational Bayes with synthetic likelihood VMH Ong, DJ Nott, MN Tran, SA Sisson, CC Drovandi Statistics and Computing 28, 971-988, 2018	70	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	69	2013
Bayesian experimental design for models with intractable likelihoods CC Drovandi, AN Pettitt Biometrics 69 (4), 937-948, 2013	67	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	62	2017
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	59	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	58	2014
Fully Bayesian experimental design for pharmacokinetic studies EG Ryan, CC Drovandi, AN Pettitt Entropy 17 (3), 1063-1089, 2015	53	2015
Robust approximate Bayesian inference with synthetic likelihood DT Frazier, C Drovandi Journal of Computational and Graphical Statistics 30 (4), 958-976, 2021	49	2021
Robust Bayesian synthetic likelihood via a semi-parametric approach Z An, DJ Nott, C Drovandi Statistics and Computing 30 (3), 543-557, 2020	49	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	43	2023

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