Edit Profile Sisson, Scott A. Compute Distance To: Compute Author ID: sisson.scott-a Published as: Sisson, S. A.; Sisson, Scott; Sisson, Scott A. Documents Indexed: 34 Publications since 2003, including 1 Book all top 5 Co-Authors 2 single-authored 11 Fan, Yanan 6 Beranger, Boris 5 Nott, David John 4 Padoan, Simone A. 3 Peters, Gareth William 3 Prangle, Dennis 3 Rodrigues, Guilherme Souza 2 Blum, Michael G. B. 2 Coles, Stuart G. 2 Drovandi, Christopher C. 2 Garthwaite, Paul H. 2 Ong, Victor M. H. 2 Tanaka, Mark M. 2 Tran, Minh Ngoc 1 Beaumont, Mark A. 1 Bortot, Paola 1 Chan, Y. V. 1 Duong, Thao 1 Erhardt, Robert J. 1 Fan, Xuhui 1 Hurn, Merrilee A. 1 King, Garry C. 1 Lee, Junyeop 1 Li, Caoyuan 1 Li, Jialiang 1 Menéndez, Patricia 1 Mengersen, Kerrie L. 1 Nevat, Ido 1 Nunes, Matthew A. 1 Perkins-Kirkpatrick, S. E. 1 Popovych, G. V. 1 Ribatet, Mathieu 1 Van Huffel, Sabine 1 Whitaker, T. B. 1 Xie, Hongbo 1 Xu, Richard Yi Da 1 Xu, Yaoyao 1 Xu, Yuxin 1 Yuan, Jinhong 1 Zhang, Xiangshuai all top 5 Serials 7 Computational Statistics and Data Analysis 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 1 Biometrics 1 Statistical Science 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 Extremes 1 IEEE Transactions on Image Processing 1 Journal of Theoretical Biology 1 Chapman & Hall/CRC Handbooks of Modern Statistical Methods all top 5 Fields 29 Statistics (62-XX) 10 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 Geophysics (86-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH 26 Publications have been cited 319 times in 218 Documents Cited by ▼ Year ▼ Sequential Monte Carlo without likelihood. Zbl 1160.65005Sisson, S. A.; Fan, Y.; Tanaka, Mark M. 91 2007 Likelihood-based inference for max-stable processes. Zbl 1397.62172Padoan, S. A.; Ribatet, M.; Sisson, S. A. 57 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. 42 2013 Inference for stereological extremes. Zbl 1284.62795Bortot, P.; Coles, S. G.; Sisson, S. A. 25 2007 Transdimensional Markov chains: A decade of progress and future perspectives. Zbl 1117.62428Sisson, Scott A. 14 2005 Diagnostic tools for approximate Bayesian computation using the coverage property. Zbl 1335.62058Prangle, D.; Blum, M. G. B.; Popovic, G.; Sisson, S. A. 11 2014 Likelihood-free Bayesian inference for \(\alpha\)-stable models. Zbl 1255.62071Peters, Gareth W.; Sisson, Scott A.; Fan, Yanan 11 2012 On sequential Monte Carlo, partial rejection control and approximate Bayesian computation. Zbl 1252.65022Peters, G. W.; Fan, Y.; Sisson, S. A. 11 2012 Extending approximate Bayesian computation methods to high dimensions via a Gaussian copula model. Zbl 06917861Li, J.; Nott, D. J.; Fan, Y.; Sisson, S. A. 9 2017 Adaptive optimal scaling of Metropolis-Hastings algorithms using the Robbins-Monro process. Zbl 1397.65019Garthwaite, P. H.; Fan, Y.; Sisson, S. A. 8 2016 Likelihood-free MCMC. Zbl 1229.65035Sisson, Scott A.; Fan, Yanan 8 2011 Handbook of approximate Bayesian computation. Zbl 1416.62005Sisson, Scott A. (ed.); Fan, Yanan (ed.); Beaumont, Mark (ed.) 5 2019 Variational Bayes with synthetic likelihood. Zbl 1384.65015Ong, Victor M. H.; Nott, David J.; Tran, Minh-Ngoc; Sisson, Scott A.; Drovandi, Christopher C. 4 2018 Models for extremal dependence derived from skew-symmetric families. Zbl 1361.62009Beranger, Boris; Padoan, Simone A.; Sisson, Scott A. 3 2017 Modelling extremes using approximate Bayesian computation. Zbl 1365.62177Erhardt, Robert; Sisson, Scott A. 3 2016 Simultaneous adjustment of bias and coverage probabilities for confidence intervals. Zbl 06970942Menéndez, P.; Fan, Y.; Garthwaite, P. H.; Sisson, S. A. 3 2014 Modelling dependence uncertainty in the extremes of Markov chain. Zbl 1088.60052Sisson, Scott; Coles, Stuart 3 2003 Recalibration: a post-processing method for approximate Bayesian computation. Zbl 06921192Rodrigues, G. S.; Prangle, D.; Sisson, S. A. 2 2018 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 2 2010 Constructing likelihood functions for interval-valued random variables. Zbl 1444.62139Zhang, X.; Beranger, B.; Sisson, S. A. 1 2020 Extremal properties of the multivariate extended skew-normal distribution. Part B. Zbl 1412.62052Beranger, B.; Padoan, S. A.; Xu, Y.; Sisson, S. A. 1 2019 Extremal properties of the univariate extended skew-normal distribution. Part A. Zbl 1412.62051Beranger, B.; Padoan, S. A.; Xu, Y.; Sisson, S. A. 1 2019 Tail density estimation for exploratory data analysis using kernel methods. Zbl 1412.62192Béranger, B.; Duong, T.; Perkins-Kirkpatrick, S. E.; Sisson, S. A. 1 2019 Likelihood-free inference in high dimensions with synthetic likelihood. Zbl 06957717Ong, Victor M.-H.; Nott, David J.; Tran, Minh-Ngoc; Sisson, Scott A.; Drovandi, Christopher C. 1 2018 Functional regression approximate Bayesian computation for Gaussian process density estimation. Zbl 06918225Rodrigues, G. S.; Nott, David J.; Sisson, S. A. 1 2016 Reversible jump MCMC. Zbl 1229.65009Fan, Yanan; Sisson, Scott A. 1 2011 Constructing likelihood functions for interval-valued random variables. Zbl 1444.62139Zhang, X.; Beranger, B.; Sisson, S. A. 1 2020 Handbook of approximate Bayesian computation. Zbl 1416.62005Sisson, Scott A. (ed.); Fan, Yanan (ed.); Beaumont, Mark (ed.) 5 2019 Extremal properties of the multivariate extended skew-normal distribution. Part B. Zbl 1412.62052Beranger, B.; Padoan, S. A.; Xu, Y.; Sisson, S. A. 1 2019 Extremal properties of the univariate extended skew-normal distribution. Part A. Zbl 1412.62051Beranger, B.; Padoan, S. A.; Xu, Y.; Sisson, S. A. 1 2019 Tail density estimation for exploratory data analysis using kernel methods. Zbl 1412.62192Béranger, B.; Duong, T.; Perkins-Kirkpatrick, S. E.; Sisson, S. A. 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. 4 2018 Recalibration: a post-processing method for approximate Bayesian computation. Zbl 06921192Rodrigues, G. S.; Prangle, D.; Sisson, S. A. 2 2018 Likelihood-free inference in high dimensions with synthetic likelihood. Zbl 06957717Ong, Victor M.-H.; Nott, David J.; Tran, Minh-Ngoc; Sisson, Scott A.; Drovandi, Christopher C. 1 2018 Extending approximate Bayesian computation methods to high dimensions via a Gaussian copula model. Zbl 06917861Li, J.; Nott, D. J.; Fan, Y.; Sisson, S. A. 9 2017 Models for extremal dependence derived from skew-symmetric families. Zbl 1361.62009Beranger, Boris; Padoan, Simone A.; Sisson, Scott A. 3 2017 Adaptive optimal scaling of Metropolis-Hastings algorithms using the Robbins-Monro process. Zbl 1397.65019Garthwaite, P. H.; Fan, Y.; Sisson, S. A. 8 2016 Modelling extremes using approximate Bayesian computation. Zbl 1365.62177Erhardt, Robert; Sisson, Scott A. 3 2016 Functional regression approximate Bayesian computation for Gaussian process density estimation. Zbl 06918225Rodrigues, G. S.; Nott, David J.; Sisson, S. A. 1 2016 Diagnostic tools for approximate Bayesian computation using the coverage property. Zbl 1335.62058Prangle, D.; Blum, M. G. B.; Popovic, G.; Sisson, S. A. 11 2014 Simultaneous adjustment of bias and coverage probabilities for confidence intervals. Zbl 06970942Menéndez, 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. 42 2013 Likelihood-free Bayesian inference for \(\alpha\)-stable models. Zbl 1255.62071Peters, Gareth W.; Sisson, Scott A.; Fan, Yanan 11 2012 On sequential Monte Carlo, partial rejection control and approximate Bayesian computation. Zbl 1252.65022Peters, G. W.; Fan, Y.; Sisson, S. A. 11 2012 Likelihood-free MCMC. Zbl 1229.65035Sisson, Scott A.; Fan, Yanan 8 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. 57 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 2 2010 Sequential Monte Carlo without likelihood. Zbl 1160.65005Sisson, S. A.; Fan, Y.; Tanaka, Mark M. 91 2007 Inference for stereological extremes. Zbl 1284.62795Bortot, P.; Coles, S. G.; Sisson, S. A. 25 2007 Transdimensional Markov chains: A decade of progress and future perspectives. Zbl 1117.62428Sisson, Scott A. 14 2005 Modelling dependence uncertainty in the extremes of Markov chain. Zbl 1088.60052Sisson, Scott; Coles, Stuart 3 2003 all cited Publications top 5 cited Publications all top 5 Cited by 428 Authors 14 Drovandi, Christopher C. 14 Sisson, Scott A. 12 Pettitt, Anthony N. 7 Nott, David John 6 Davison, Anthony C. 6 Huser, Raphaël 6 Prangle, Dennis 5 Padoan, Simone A. 5 Peters, Gareth William 4 Bacro, Jean-Noël 4 Baker, Ruth Elizabeth 4 Fan, Yanan 4 Klüppelberg, Claudia 4 Neal, Peter J. 4 Simpson, Matthew J. 3 Beranger, Boris 3 Blum, Michael G. B. 3 Buhl, Sven 3 Engelke, Sebastian 3 Friel, Nial 3 Genton, Marc G. 3 Gillespie, Colin S. 3 Ionides, Edward L. 3 Kobayashi, Genya 3 Koch, Erwan 3 Lunardon, Nicola 3 McKinley, Trevelyan J. 3 Reich, Brian James 3 Robert, Christian Yann 3 Rodrigues, Guilherme Souza 3 Ruli, Erlis 3 Shevchenko, Pavel V. 3 So, Mike K. P. 3 Stoev, Stilian A. 3 Tran, Minh Ngoc 3 Turner, Brandon M. 2 Cabras, Stefano 2 Chan, Raymond K. S. 2 Chopin, Nicolas 2 Cooley, Daniel S. 2 Corander, Jukka 2 Davis, Richard A. 2 Del Moral, Pierre 2 Erhardt, Robert J. 2 Everitt, Richard Geoffrey 2 Futschik, Andreas 2 Gaetan, Carlo 2 Girard, Stéphane 2 Gutmann, Michael U. 2 Guyader, Arnaud 2 Gyllenberg, Mats 2 Järvenpää, Marko 2 Jasra, Ajay 2 Joe, Harry 2 Johansen, Adam M. 2 Kypraios, Theodore 2 Marttinen, Pekka 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 Peng, Zuoxiang 2 Picchini, Umberto 2 Pudlo, Pierre 2 Ribatet, Mathieu 2 Ribereau, Pierre 2 Robert, Christian P. 2 Robert, Christian P. Robert 2 Ryder, Robin J. 2 Sainudiin, Raazesh 2 Shaby, Benjamin A. 2 Shang, Han Lin 2 Smith, Richard L. 2 Steinkohl, Christina 2 Thibaud, Emeric 2 Van Zandt, Trisha 2 Vehtari, Aki 2 Ventura, Laura 2 Vo, Brenda N. 2 Wagenmakers, Eric-Jan 2 Warne, David J. 2 Wikle, Christopher K. 2 Wilkinson, Darren James 2 Yuen, Robert 1 Abd-el. Moemen, Mitwali 1 Abrahamsson, Thomas 1 Abu-Awwad, A. 1 Ailliot, Pierre 1 Alegria, Alfredo 1 Amaral Turkman, Maria Antónia 1 An, Ziwen 1 Anderson, Rachele 1 Anderson, Sean R. 1 Andrianakis, Ioannis 1 Arbel, Julyan 1 Aryal, Nanda R. 1 Asadi, Peiman ...and 328 more Authors all top 5 Cited in 63 Serials 33 Statistics and Computing 25 Computational Statistics and Data Analysis 12 Extremes 11 Journal of Statistical Computation and Simulation 10 Bayesian Analysis 8 The Annals of Applied Statistics 6 Statistical Applications in Genetics and Molecular Biology 5 Journal of the American Statistical Association 5 Journal of Mathematical Psychology 5 Journal of Multivariate Analysis 5 Statistics & Probability Letters 5 Electronic Journal of Statistics 5 Journal of Agricultural, Biological, and Environmental Statistics 4 Biometrics 4 Statistical Science 4 SIAM/ASA Journal on Uncertainty Quantification 3 Advances in Applied Probability 3 Mathematical Biosciences 3 Scandinavian Journal of Statistics 3 Bulletin of Mathematical Biology 3 Insurance Mathematics & Economics 3 Journal of Theoretical Biology 2 Journal of Mathematical Biology 2 The Annals of Statistics 2 Journal of Econometrics 2 Journal of Statistical Planning and Inference 2 Theoretical Population Biology 2 Computational Statistics 2 Bernoulli 2 Journal of the Royal Statistical Society. Series B. Statistical Methodology 2 Statistics Surveys 1 Artificial Intelligence 1 The Canadian Journal of Statistics 1 Computer Methods in Applied Mechanics and Engineering 1 Psychometrika 1 Information Sciences 1 Journal of Computational and Applied Mathematics 1 Mathematics and Computers in Simulation 1 Metron 1 Results in Mathematics 1 Stochastic Analysis and Applications 1 Physica D 1 Annales de l’Institut Henri Poincaré. Probabilités et Statistiques 1 International Journal of Robust and Nonlinear Control 1 Test 1 SIAM Journal on Scientific Computing 1 Monte Carlo Methods and Applications 1 Journal of Nonparametric Statistics 1 Australian & New Zealand Journal of Statistics 1 Proceedings of the Royal Society of London. Series A. Mathematical, Physical and Engineering Sciences 1 Journal of Applied Statistics 1 Computational Geosciences 1 Biostatistics 1 Brazilian Journal of Probability and Statistics 1 North American Actuarial Journal 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 Dependence Modeling 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 all top 5 Cited in 18 Fields 196 Statistics (62-XX) 60 Numerical analysis (65-XX) 46 Probability theory and stochastic processes (60-XX) 28 Biology and other natural sciences (92-XX) 12 Geophysics (86-XX) 11 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 8 Systems theory; control (93-XX) 6 Computer science (68-XX) 4 Dynamical systems and ergodic theory (37-XX) 2 Partial differential equations (35-XX) 1 History and biography (01-XX) 1 Real functions (26-XX) 1 Ordinary differential equations (34-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 Information and communication theory, circuits (94-XX) Citations by Year