Scott Sisson
Title
Cited by
Cited by
Year
Sequential monte carlo without likelihoods
SA Sisson, Y Fan, MM Tanaka
Proceedings of the National Academy of Sciences 104 (6), 1760-1765, 2007
8132007
Likelihood-based inference for max-stable processes
SA Padoan, M Ribatet, SA Sisson
Journal of the American Statistical Association 105 (489), 263-277, 2010
4092010
A comparative review of dimension reduction methods in approximate Bayesian computation
MGB Blum, MA Nunes, D Prangle, SA Sisson
Statistical Science 28 (2), 189-208, 2013
3432013
A fully probabilistic approach to extreme rainfall modeling
S Coles, LR Pericchi, S Sisson
Journal of Hydrology 273 (1-4), 35-50, 2003
3282003
Handbook of approximate Bayesian computation
SA Sisson, Y Fan, M Beaumont
CRC Press, 2018
2082018
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
1872010
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
1852009
Transdimensional Markov chains: A decade of progress and future perspectives
SA Sisson
Journal of the American Statistical Association 100 (471), 1077-1089, 2005
1792005
Likelihood-free MCMC
SA Sisson, Y Fan
Handbook of Markov Chain Monte Carlo, 313-335, 2011
168*2011
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
1632011
Inference for stereological extremes
P Bortot, SG Coles, SA Sisson
Journal of the American Statistical Association 102 (477), 84-92, 2007
1572007
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
1522006
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
1242013
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
1202006
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
1172013
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
982014
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
912010
On sequential Monte Carlo, partial rejection control and approximate Bayesian computation
GW Peters, Y Fan, SA Sisson
Statistics and Computing 22 (6), 1209-1222, 2012
832012
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
80*2016
Likelihood-free Bayesian inference for α-stable models
GW Peters, SA Sisson, Y Fan
Computational Statistics & Data Analysis 56 (11), 3743-3756, 2012
722012
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Articles 1–20