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Scott Sisson
Tytuł
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Sequential monte carlo without likelihoods
SA Sisson, Y Fan, MM Tanaka
Proceedings of the National Academy of Sciences 104 (6), 1760-1765, 2007
10552007
Handbook of approximate Bayesian computation
SA Sisson, Y Fan, M Beaumont
CRC press, 2018
5482018
Likelihood-based inference for max-stable processes
SA Padoan, M Ribatet, SA Sisson
Journal of the American Statistical Association 105 (489), 263-277, 2010
4822010
A comparative review of dimension reduction methods in approximate Bayesian computation
MGB Blum, MA Nunes, D Prangle, SA Sisson
4462013
A fully probabilistic approach to extreme rainfall modeling
S Coles, LR Pericchi, S Sisson
Journal of Hydrology 273 (1-4), 35-50, 2003
3772003
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
2042013
Transdimensional Markov chains: A decade of progress and future perspectives
SA Sisson
Journal of the American Statistical Association 100 (471), 1077-1089, 2005
2032005
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
1992009
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
1952010
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
1912011
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
1892006
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
1882014
Inference for stereological extremes
P Bortot, SG Coles, SA Sisson
Journal of the American Statistical Association 102 (477), 84-92, 2007
1842007
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
1582013
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
1272006
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
1182016
Likelihood-free MCMC
SA Sisson, Y Fan
Handbook of Markov Chain Monte Carlo, 313-335, 2011
1122011
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
1112010
On sequential Monte Carlo, partial rejection control and approximate Bayesian computation
GW Peters, Y Fan, SA Sisson
Statistics and Computing 22, 1209-1222, 2012
1102012
Diagnostic tools for approximate Bayesian computation using the coverage property
D Prangle, MGB Blum, G Popovic, SA Sisson
Australian & New Zealand Journal of Statistics 56 (4), 309-329, 2014
842014
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