Scott Sisson

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Yanan FanSenior Principal Research Scientist, Data61, CSIRO; Professor of Statistics (adjunct) UNSWCorreu electrònic verificat a csiro.au
Mark TanakaUniversity of New South WalesCorreu electrònic verificat a unsw.edu.au
David NottAssociate Professor of Statistics, National University of SingaporeCorreu electrònic verificat a nus.edu.sg
Xuhui FanMacquarie UniversityCorreu electrònic verificat a mq.edu.au
Bin LiFudan UniversityCorreu electrònic verificat a fudan.edu.cn
Prof. Dr. Gareth W. PetersDuncan Endowed Chair Actuarial & Professor of Statistics for Risk & InsuranceCorreu electrònic verificat a ucsb.edu
Boris BerangerUniversity of New South Wales, SydneyCorreu electrònic verificat a unsw.edu.au
Seth WestraUniversity of AdelaideCorreu electrònic verificat a adelaide.edu.au
Ashish SharmaProfessor, Civil and Environmental Engineering, UNSWCorreu electrònic verificat a unsw.edu.au
Simone A. PadoanAssociate Professor in the Departement of Decision Sciences at the Bocconi University of MilanCorreu electrònic verificat a unibocconi.it
Mark BeaumontProfessor of Statistics, University of BristolCorreu electrònic verificat a bristol.ac.uk
Lucy MarshallThe University of SydneyCorreu electrònic verificat a sydney.edu.au
Feifei ZhengProfessor，Principal Investigator, Collge of Civil Engineering and Architecture Anzhong BuildingCorreu electrònic verificat a zju.edu.cn
Christopher DrovandiProfessor of Statistics, Queensland University of TechnologyCorreu electrònic verificat a qut.edu.au
Andrew FrancisSchool of Mathematics and Statistics, University of New South Wales, Sydney, AustraliaCorreu electrònic verificat a unsw.edu.au
Dennis PrangleUniversity of BristolCorreu electrònic verificat a bristol.ac.uk
robert kohnProfessor of Economics University of New South WalesCorreu electrònic verificat a unsw.edu.au
Fabio LucianiProfessor, University of New South Wales, Sydney, AustraliaCorreu electrònic verificat a unsw.edu.au
Michael BlumCNRSCorreu electrònic verificat a seqone.com
Kerrie MengersenQueensland University of TechnologyCorreu electrònic verificat a qut.edu.au

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Scott Sisson

Professor of Statistics & Data Science, University of New South Wales

Correu electrònic verificat a unsw.edu.au - Pàgina d'inici

Statistics Bayesian statistics data science extreme value theory approximate Bayesian computation


Títol Ordena per cites Ordena per any Ordena per títol	Citada per Citada per	Any
Sequential monte carlo without likelihoods SA Sisson, Y Fan, MM Tanaka Proceedings of the National Academy of Sciences 104 (6), 1760-1765, 2007	1108	2007
Handbook of approximate Bayesian computation SA Sisson, Y Fan, M Beaumont CRC press, 2018	617	2018
Likelihood-based inference for max-stable processes SA Padoan, M Ribatet, SA Sisson Journal of the American Statistical Association 105 (489), 263-277, 2010	499	2010
A comparative review of dimension reduction methods in approximate Bayesian computation MGB Blum, MA Nunes, D Prangle, SA Sisson	469	2013
A fully probabilistic approach to extreme rainfall modeling S Coles, LR Pericchi, S Sisson Journal of Hydrology 273 (1-4), 35-50, 2003	386	2003
Quantifying the dependence between extreme rainfall and storm surge in the coastal zone F Zheng, S Westra, SA Sisson Journal of hydrology 505, 172-187, 2013	217	2013
Transdimensional Markov chains: A decade of progress and future perspectives SA Sisson Journal of the American Statistical Association 100 (471), 1077-1089, 2005	209	2005
Modeling dependence between extreme rainfall and storm surge to estimate coastal flooding risk F Zheng, S Westra, M Leonard, SA Sisson Water Resources Research 50 (3), 2050-2071, 2014	201	2014
The epidemiological fitness cost of drug resistance in Mycobacterium tuberculosis F Luciani, SA Sisson, H Jiang, AR Francis, MM Tanaka Proceedings of the National Academy of Sciences 106 (34), 14711-14715, 2009	198	2009
In defence of model‐based inference in phylogeography MA Beaumont, R Nielsen, C Robert, J Hey, O Gaggiotti, L Knowles, ... Molecular ecology 19 (3), 436-446, 2010	196	2010
Detection of non-stationarity in precipitation extremes using a max-stable process model S Westra, SA Sisson Journal of Hydrology 406 (1-2), 119-128, 2011	195	2011
Using approximate Bayesian computation to estimate tuberculosis transmission parameters from genotype data MM Tanaka, AR Francis, F Luciani, SA Sisson Genetics 173 (3), 1511-1520, 2006	193	2006
Inference for stereological extremes P Bortot, SG Coles, SA Sisson Journal of the American Statistical Association 102 (477), 84-92, 2007	187	2007
Rapid shifts in dispersal behavior on an expanding range edge T Lindström, GP Brown, SA Sisson, BL Phillips, R Shine Proceedings of the National Academy of Sciences 110 (33), 13452-13456, 2013	159	2013
Bayesian Inference, Monte Carlo Sampling and Operational Risk. G Peters, S Sisson Peters GW and Sisson SA (2006)“Bayesian Inference, Monte Carlo Sampling and …, 2006	130	2006
Adaptive optimal scaling of Metropolis–Hastings algorithms using the Robbins–Monro process PH Garthwaite, Y Fan, SA Sisson Communications in Statistics-Theory and Methods 45 (17), 5098-5111, 2016	122	2016
Likelihood-free MCMC SA Sisson, Y Fan Handbook of Markov Chain Monte Carlo, 313-335, 2011	116	2011
Ensemble of ARIMA: combining parametric and bootstrapping technique for traffic flow prediction S Shahriari, M Ghasri, SA Sisson, T Rashidi Transportmetrica A: Transport Science 16 (3), 1552-1573, 2020	114	2020
Development of a formal likelihood function for improved Bayesian inference of ephemeral catchments T Smith, A Sharma, L Marshall, R Mehrotra, S Sisson Water Resources Research 46 (12), 2010	112	2010
On sequential Monte Carlo, partial rejection control and approximate Bayesian computation GW Peters, Y Fan, SA Sisson Statistics and Computing 22, 1209-1222, 2012	110	2012

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