Edit Profile (opens in new tab) Sisson, Scott A. Compute Distance To: Compute Author ID: sisson.scott-a Published as: Sisson, S. A.; Sisson, Scott A.; Sisson, Scott more...less Documents Indexed: 39 Publications since 2003 1 Contribution as Editor · 1 Further Contribution Co-Authors: 41 Co-Authors with 39 Joint Publications 1,126 Co-Co-Authors all top 5 Co-Authors 2 single-authored 12 Fan, Yanan 10 Beranger, Boris 6 Nott, David John 6 Padoan, Simone A. 4 Drovandi, Christopher C. 4 Prangle, Dennis 3 Blum, Michael G. B. 3 Peters, Gareth William 3 Rodrigues, Guilherme Souza 2 Beaumont, Mark A. 2 Coles, Stuart G. 2 Fan, Xuhui 2 Garthwaite, Paul H. 2 Ong, Victor M. H. 2 Tanaka, Mark M. 2 Tran, Minh Ngoc 2 Whitaker, T. B. 1 Andrieu, Christophe 1 Arafat, Ahmed 1 Barnes, Chris P. 1 Barthelmé, Simon 1 Bortot, Paola 1 Chan, Y. V. 1 Chen, Ling 1 Chen, YiNing 1 Chopin, Nicolas 1 Cornebise, Julien 1 Dawson, Kevin J. 1 Doucet, Arnaud 1 Draper, David 1 Efron, Bradley 1 Erhardt, Robert J. 1 Fasiolo, Matteo 1 Fearnhead, Paul 1 Filippi, Sarah 1 François, Olivier 1 Frazier, David T. 1 Gelman, Andrew 1 Girolami, Mark A. 1 Hamelryck, Thomas 1 Hartig, Florian 1 Hurn, Merrilee A. 1 Jasra, Ajay 1 King, Garry C. 1 Kosmidis, Ioannis 1 Kypraios, Theodore 1 Lee, Anthony J. T. 1 Li, Bin 1 Li, Caoyuan 1 Li, Jialiang 1 Li, Yaqiong 1 Mardia, Kanti V. 1 Marin, Jean-Michel 1 Mateu, Jorge 1 Menéndez, Patricia 1 Mengersen, Kerrie L. 1 Moller, Jesper 1 Nevat, Ido 1 Nigra, Pablo 1 Nunes, Matthew A. 1 Perkins-Kirkpatrick, S. E. 1 Pettitt, Anthony N. 1 Porcu, Emilio 1 Preston, Simon P. 1 Priddle, Jacob W. 1 Pudlo, Pierre 1 Pya, Natalya 1 Ribatet, Mathieu 1 Robert, Christian P. Robert 1 Sedki, Mohammed A. 1 Singh, Sumeetpal S. 1 Stephenson, Alec G. 1 Stumpf, P. H. 1 Tong, Howell 1 Turner, Ian William 1 Van Huffel, Sabine 1 White, Simon R. 1 Wilkinson, Richard D. 1 Wood, Simon N. 1 Xia, Yingcun 1 Xie, Hongbo 1 Xu, Richard Yi Da 1 Yuan, Jinhong all top 5 Serials 7 Computational Statistics and Data Analysis 4 Extremes 4 Statistics and Computing 3 Journal of the American Statistical Association 2 Scandinavian Journal of Statistics 2 Statistics & Probability Letters 2 Communications in Statistics. Theory and Methods 2 Australian & New Zealand Journal of Statistics 2 Journal of Computational and Graphical Statistics 1 Biometrics 1 Statistical Science 1 Machine Learning 1 IEEE Transactions on Signal Processing 1 Proceedings of the National Academy of Sciences of the United States of America 1 Journal of Nonparametric Statistics 1 Journal of the Royal Statistical Society. Series B. Statistical Methodology 1 IEEE Transactions on Image Processing 1 Journal of Theoretical Biology 1 Chapman & Hall/CRC Handbooks of Modern Statistical Methods all top 5 Fields 34 Statistics (62-XX) 13 Probability theory and stochastic processes (60-XX) 8 Numerical analysis (65-XX) 2 Biology and other natural sciences (92-XX) 2 Information and communication theory, circuits (94-XX) 1 General and overarching topics; collections (00-XX) 1 Computer science (68-XX) 1 Geophysics (86-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 31 Publications have been cited 478 times in 296 Documents Cited by ▼ Year ▼ Sequential Monte Carlo without likelihood. Zbl 1160.65005Sisson, S. A.; Fan, Y.; Tanaka, Mark M. 107 2007 Likelihood-based inference for max-stable processes. Zbl 1397.62172Padoan, S. A.; Ribatet, M.; Sisson, S. A. 76 2010 A comparative review of dimension reduction methods in approximate Bayesian computation. Zbl 1331.62123Blum, M. G. B.; Nunes, M. A.; Prangle, D.; Sisson, S. A. 57 2013 Constructing summary statistics for approximate Bayesian computation: semi-automatic approximate Bayesian computation. With discussion and authors’ reply. Zbl 1411.62057Fearnhead, Paul; Prangle, Dennis 50 2012 Inference for stereological extremes. Zbl 1284.62795Bortot, P.; Coles, S. G.; Sisson, S. A. 29 2007 Transdimensional Markov chains: A decade of progress and future perspectives. Zbl 1117.62428Sisson, Scott A. 16 2005 Likelihood-free Bayesian inference for \(\alpha\)-stable models. Zbl 1255.62071Peters, Gareth W.; Sisson, Scott A.; Fan, Yanan 15 2012 Handbook of approximate Bayesian computation. Zbl 1416.62005 15 2019 Adaptive optimal scaling of Metropolis-Hastings algorithms using the Robbins-Monro process. Zbl 1397.65019Garthwaite, P. H.; Fan, Y.; Sisson, S. A. 14 2016 Diagnostic tools for approximate Bayesian computation using the coverage property. Zbl 1335.62058Prangle, D.; Blum, M. G. B.; Popovic, G.; Sisson, S. A. 14 2014 On sequential Monte Carlo, partial rejection control and approximate Bayesian computation. Zbl 1252.65022Peters, G. W.; Fan, Y.; Sisson, S. A. 13 2012 Extending approximate Bayesian computation methods to high dimensions via a Gaussian copula model. Zbl 1466.62136Li, J.; Nott, D. J.; Fan, Y.; Sisson, S. A. 12 2017 Likelihood-free MCMC. Zbl 1229.65035Sisson, Scott A.; Fan, Yanan 11 2011 Variational Bayes with synthetic likelihood. Zbl 1384.65015Ong, Victor M. H.; Nott, David J.; Tran, Minh-Ngoc; Sisson, Scott A.; Drovandi, Christopher C. 8 2018 Models for extremal dependence derived from skew-symmetric families. Zbl 1361.62009Beranger, Boris; Padoan, Simone A.; Sisson, Scott A. 5 2017 Modelling extremes using approximate Bayesian computation. Zbl 1365.62177Erhardt, Robert; Sisson, Scott A. 4 2016 Modelling dependence uncertainty in the extremes of Markov chain. Zbl 1088.60052Sisson, Scott; Coles, Stuart 4 2003 Extremal properties of the univariate extended skew-normal distribution. Part A. Zbl 1412.62051Beranger, B.; Padoan, S. A.; Xu, Y.; Sisson, S. A. 4 2019 Simultaneous adjustment of bias and coverage probabilities for confidence intervals. Zbl 1471.62138Menéndez, P.; Fan, Y.; Garthwaite, P. H.; Sisson, S. A. 3 2014 Recalibration: a post-processing method for approximate Bayesian computation. Zbl 1469.62133Rodrigues, G. S.; Prangle, D.; Sisson, S. A. 3 2018 Constructing likelihood functions for interval-valued random variables. Zbl 1444.62139Zhang, X.; Beranger, B.; Sisson, S. A. 3 2020 Composite likelihood methods for histogram-valued random variables. Zbl 1452.62337Whitaker, T.; Beranger, B.; Sisson, S. A. 3 2020 Tail density estimation for exploratory data analysis using kernel methods. Zbl 1412.62192Béranger, B.; Duong, T.; Perkins-Kirkpatrick, S. E.; Sisson, S. A. 2 2019 Extremal properties of the multivariate extended skew-normal distribution. Part B. Zbl 1412.62052Beranger, B.; Padoan, S. A.; Xu, Y.; Sisson, S. A. 2 2019 Likelihood-free inference in high dimensions with synthetic likelihood. Zbl 1469.62123Ong, Victor M.-H.; Nott, David J.; Tran, Minh-Ngoc; Sisson, Scott A.; Drovandi, Christopher C. 2 2018 Reversible jump MCMC. Zbl 1229.65009Fan, Yanan; Sisson, Scott A. 1 2011 Image denoising based on nonlocal Bayesian singular value thresholding and Stein’s unbiased risk estimator. Zbl 07123023Li, Caoyuan; Xie, Hong-Bo; Fan, Xuhui; Xu, Richard Yi Da; van Huffel, Sabine; Sisson, Scott A.; Mengersen, Kerrie 1 2019 Bayesian threshold selection for extremal models using measures of surprise. Zbl 06984156Lee, J.; Fan, Y.; Sisson, S. A. 1 2015 Bayesian symbol detection in wireless relay networks via likelihood-free inference. Zbl 1392.94651Peters, Gareth W.; Nevat, Ido; Sisson, Scott A.; Fan, Yanan; Yuan, Jinhong 1 2010 Likelihood-free approximate Gibbs sampling. Zbl 1447.62012Rodrigues, G. S.; Nott, David J.; Sisson, S. A. 1 2020 Functional regression approximate Bayesian computation for Gaussian process density estimation. Zbl 1466.62185Rodrigues, G. S.; Nott, David J.; Sisson, S. A. 1 2016 Constructing likelihood functions for interval-valued random variables. Zbl 1444.62139Zhang, X.; Beranger, B.; Sisson, S. A. 3 2020 Composite likelihood methods for histogram-valued random variables. Zbl 1452.62337Whitaker, T.; Beranger, B.; Sisson, S. A. 3 2020 Likelihood-free approximate Gibbs sampling. Zbl 1447.62012Rodrigues, G. S.; Nott, David J.; Sisson, S. A. 1 2020 Handbook of approximate Bayesian computation. Zbl 1416.62005 15 2019 Extremal properties of the univariate extended skew-normal distribution. Part A. Zbl 1412.62051Beranger, B.; Padoan, S. A.; Xu, Y.; Sisson, S. A. 4 2019 Tail density estimation for exploratory data analysis using kernel methods. Zbl 1412.62192Béranger, B.; Duong, T.; Perkins-Kirkpatrick, S. E.; Sisson, S. A. 2 2019 Extremal properties of the multivariate extended skew-normal distribution. Part B. Zbl 1412.62052Beranger, B.; Padoan, S. A.; Xu, Y.; Sisson, S. A. 2 2019 Image denoising based on nonlocal Bayesian singular value thresholding and Stein’s unbiased risk estimator. Zbl 07123023Li, Caoyuan; Xie, Hong-Bo; Fan, Xuhui; Xu, Richard Yi Da; van Huffel, Sabine; Sisson, Scott A.; Mengersen, Kerrie 1 2019 Variational Bayes with synthetic likelihood. Zbl 1384.65015Ong, Victor M. H.; Nott, David J.; Tran, Minh-Ngoc; Sisson, Scott A.; Drovandi, Christopher C. 8 2018 Recalibration: a post-processing method for approximate Bayesian computation. Zbl 1469.62133Rodrigues, G. S.; Prangle, D.; Sisson, S. A. 3 2018 Likelihood-free inference in high dimensions with synthetic likelihood. Zbl 1469.62123Ong, Victor M.-H.; Nott, David J.; Tran, Minh-Ngoc; Sisson, Scott A.; Drovandi, Christopher C. 2 2018 Extending approximate Bayesian computation methods to high dimensions via a Gaussian copula model. Zbl 1466.62136Li, J.; Nott, D. J.; Fan, Y.; Sisson, S. A. 12 2017 Models for extremal dependence derived from skew-symmetric families. Zbl 1361.62009Beranger, Boris; Padoan, Simone A.; Sisson, Scott A. 5 2017 Adaptive optimal scaling of Metropolis-Hastings algorithms using the Robbins-Monro process. Zbl 1397.65019Garthwaite, P. H.; Fan, Y.; Sisson, S. A. 14 2016 Modelling extremes using approximate Bayesian computation. Zbl 1365.62177Erhardt, Robert; Sisson, Scott A. 4 2016 Functional regression approximate Bayesian computation for Gaussian process density estimation. Zbl 1466.62185Rodrigues, G. S.; Nott, David J.; Sisson, S. A. 1 2016 Bayesian threshold selection for extremal models using measures of surprise. Zbl 06984156Lee, J.; Fan, Y.; Sisson, S. A. 1 2015 Diagnostic tools for approximate Bayesian computation using the coverage property. Zbl 1335.62058Prangle, D.; Blum, M. G. B.; Popovic, G.; Sisson, S. A. 14 2014 Simultaneous adjustment of bias and coverage probabilities for confidence intervals. Zbl 1471.62138Menéndez, P.; Fan, Y.; Garthwaite, P. H.; Sisson, S. A. 3 2014 A comparative review of dimension reduction methods in approximate Bayesian computation. Zbl 1331.62123Blum, M. G. B.; Nunes, M. A.; Prangle, D.; Sisson, S. A. 57 2013 Constructing summary statistics for approximate Bayesian computation: semi-automatic approximate Bayesian computation. With discussion and authors’ reply. Zbl 1411.62057Fearnhead, Paul; Prangle, Dennis 50 2012 Likelihood-free Bayesian inference for \(\alpha\)-stable models. Zbl 1255.62071Peters, Gareth W.; Sisson, Scott A.; Fan, Yanan 15 2012 On sequential Monte Carlo, partial rejection control and approximate Bayesian computation. Zbl 1252.65022Peters, G. W.; Fan, Y.; Sisson, S. A. 13 2012 Likelihood-free MCMC. Zbl 1229.65035Sisson, Scott A.; Fan, Yanan 11 2011 Reversible jump MCMC. Zbl 1229.65009Fan, Yanan; Sisson, Scott A. 1 2011 Likelihood-based inference for max-stable processes. Zbl 1397.62172Padoan, S. A.; Ribatet, M.; Sisson, S. A. 76 2010 Bayesian symbol detection in wireless relay networks via likelihood-free inference. Zbl 1392.94651Peters, Gareth W.; Nevat, Ido; Sisson, Scott A.; Fan, Yanan; Yuan, Jinhong 1 2010 Sequential Monte Carlo without likelihood. Zbl 1160.65005Sisson, S. A.; Fan, Y.; Tanaka, Mark M. 107 2007 Inference for stereological extremes. Zbl 1284.62795Bortot, P.; Coles, S. G.; Sisson, S. A. 29 2007 Transdimensional Markov chains: A decade of progress and future perspectives. Zbl 1117.62428Sisson, Scott A. 16 2005 Modelling dependence uncertainty in the extremes of Markov chain. Zbl 1088.60052Sisson, Scott; Coles, Stuart 4 2003 all cited Publications top 5 cited Publications all top 5 Cited by 556 Authors 19 Drovandi, Christopher C. 18 Sisson, Scott A. 13 Nott, David John 12 Pettitt, Anthony N. 11 Huser, Raphaël 7 Padoan, Simone A. 6 Baker, Ruth Elizabeth 6 Beranger, Boris 6 Davison, Anthony C. 6 Prangle, Dennis 6 Tran, Minh Ngoc 5 Fan, Yanan 5 Peters, Gareth William 5 Simpson, Matthew J. 4 Bacro, Jean-Noël 4 Corander, Jukka 4 Engelke, Sebastian 4 Frazier, David T. 4 Genton, Marc G. 4 Ionides, Edward L. 4 Klüppelberg, Claudia 4 Koch, Erwan 4 Neal, Peter J. 4 Reich, Brian James 4 Robert, Christian Yann 4 Shang, Han Lin 3 Abu-Awwad, Abdul-Fattah 3 Blum, Michael G. B. 3 Buhl, Sven 3 Cabras, Stefano 3 Everitt, Richard Geoffrey 3 Friel, Nial 3 Gillespie, Colin S. 3 Gutmann, Michael U. 3 Kobayashi, Genya 3 Lunardon, Nicola 3 Marttinen, Pekka 3 Maume-Deschamps, Véronique 3 McKinley, Trevelyan J. 3 Opitz, Thomas 3 Ribereau, Pierre 3 Robert, Christian P. Robert 3 Rodrigues, Guilherme Souza 3 Ruli, Erlis 3 Shevchenko, Pavel V. 3 So, Mike K. P. 3 Stoev, Stilian A. 3 Turner, Brandon M. 3 Warne, David J. 2 An, Ziwen 2 Bee, Marco 2 Brehmer, Johann 2 Castellanos, María Eugenia 2 Chan, Raymond K. S. 2 Chopin, Nicolas 2 Cisewski-Kehe, Jessi 2 Cooley, Daniel S. 2 Cranmer, Kyle 2 Davis, Richard A. 2 Del Moral, Pierre 2 Drees, Holger 2 Erhardt, Robert J. 2 Fasiolo, Matteo 2 Ferrari, Davide 2 Futschik, Andreas 2 Gaetan, Carlo 2 Girard, Stéphane 2 Guyader, Arnaud 2 Gyllenberg, Mats 2 Järvenpää, Marko 2 Jasra, Ajay 2 Joe, Harry 2 Johansen, Adam M. 2 King, Aaron A. 2 Klein, Nadja 2 Kohn, Robert J. 2 Kypraios, Theodore 2 Louppe, Gilles 2 Mccutchan, Roy A. 2 Mengersen, Kerrie L. 2 Moores, Matthew T. 2 Nicholls, Geoff K. 2 Ntzoufras, Ioannis 2 Ong, Victor M. H. 2 Owen, Jamie 2 Panagiotelis, Anastasios 2 Peng, Zuoxiang 2 Picchini, Umberto 2 Prescott, Thomas P. 2 Pudlo, Pierre 2 Ribatet, Mathieu 2 Ryder, Robin J. 2 Sainudiin, Raazesh 2 Shaby, Benjamin A. 2 Simola, Umberto 2 Smith, Michael Stanley 2 Smith, Richard L. 2 Steinkohl, Christina 2 Stephenson, Alec G. 2 Thibaud, Emeric ...and 456 more Authors all top 5 Cited in 84 Serials 40 Statistics and Computing 28 Computational Statistics and Data Analysis 20 Journal of Computational and Graphical Statistics 18 Extremes 12 Journal of Statistical Computation and Simulation 11 Bayesian Analysis 10 The Annals of Applied Statistics 7 Journal of Multivariate Analysis 6 Journal of the American Statistical Association 6 Statistical Science 6 Statistical Applications in Genetics and Molecular Biology 6 Electronic Journal of Statistics 5 Journal of Mathematical Psychology 5 Statistics & Probability Letters 5 Journal of Agricultural, Biological, and Environmental Statistics 5 SIAM/ASA Journal on Uncertainty Quantification 4 The Annals of Statistics 4 Biometrics 4 Insurance Mathematics & Economics 4 Computational Statistics 3 Advances in Applied Probability 3 Mathematical Biosciences 3 Scandinavian Journal of Statistics 3 Bulletin of Mathematical Biology 3 Theoretical Population Biology 3 Journal of Theoretical Biology 2 Journal of Mathematical Biology 2 Information Sciences 2 Journal of Econometrics 2 Journal of Statistical Planning and Inference 2 Proceedings of the National Academy of Sciences of the United States of America 2 Test 2 Bernoulli 2 Journal of the Royal Statistical Society. Series B. Statistical Methodology 2 Journal of Applied Statistics 2 Statistics Surveys 1 Artificial Intelligence 1 The Canadian Journal of Statistics 1 Computer Methods in Applied Mechanics and Engineering 1 Journal of Computational Physics 1 Physica A 1 Psychometrika 1 Journal of Computational and Applied Mathematics 1 Mathematics and Computers in Simulation 1 Metron 1 Results in Mathematics 1 Statistica 1 Stochastic Analysis and Applications 1 Physica D 1 Machine Learning 1 Communications in Statistics. Simulation and Computation 1 Communications in Statistics. Theory and Methods 1 European Journal of Operational Research 1 International Journal of Computer Mathematics 1 Annales de l’Institut Henri Poincaré. Probabilités et Statistiques 1 International Journal of Robust and Nonlinear Control 1 Journal of Mathematical Imaging and Vision 1 SIAM Journal on Scientific Computing 1 Monte Carlo Methods and Applications 1 Revista Investigación Operacional 1 Journal of Nonparametric Statistics 1 Australian & New Zealand Journal of Statistics 1 Informatica (Vilnius) 1 Proceedings of the Royal Society of London. Series A. Mathematical, Physical and Engineering Sciences 1 Statistical Inference for Stochastic Processes 1 Computational Geosciences 1 Methodology and Computing in Applied Probability 1 Biostatistics 1 Brazilian Journal of Probability and Statistics 1 Quantitative Finance 1 Discrete and Continuous Dynamical Systems. Series B 1 North American Actuarial Journal 1 Journal of Cosmology and Astroparticle Physics 1 Journal of the Korean Statistical Society 1 Advances in Data Analysis and Classification. ADAC 1 AStA. Advances in Statistical Analysis 1 Mathematical Geosciences 1 Sankhyā. Series B 1 Dependence Modeling 1 Research in the Mathematical Sciences 1 International Journal of Systems Science. Principles and Applications of Systems and Integration 1 European Series in Applied and Industrial Mathematics (ESAIM): Proceedings and Surveys 1 Proceedings of the Royal Society of London. A. Mathematical, Physical and Engineering Sciences 1 Philosophical Transactions of the Royal Society of London. A. Mathematical, Physical and Engineering Sciences all top 5 Cited in 24 Fields 261 Statistics (62-XX) 72 Numerical analysis (65-XX) 62 Probability theory and stochastic processes (60-XX) 32 Biology and other natural sciences (92-XX) 15 Geophysics (86-XX) 13 Computer science (68-XX) 13 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 8 Systems theory; control (93-XX) 5 Dynamical systems and ergodic theory (37-XX) 4 Partial differential equations (35-XX) 2 Ordinary differential equations (34-XX) 2 Information and communication theory, circuits (94-XX) 1 General and overarching topics; collections (00-XX) 1 History and biography (01-XX) 1 Real functions (26-XX) 1 Harmonic analysis on Euclidean spaces (42-XX) 1 Integral equations (45-XX) 1 Convex and discrete geometry (52-XX) 1 Differential geometry (53-XX) 1 Global analysis, analysis on manifolds (58-XX) 1 Statistical mechanics, structure of matter (82-XX) 1 Relativity and gravitational theory (83-XX) 1 Operations research, mathematical programming (90-XX) 1 Mathematics education (97-XX) Citations by Year