← All authors Scott A. Sisson UNSW Sydney (per OpenAlex) · ORCID · OpenAlex
60 papers in scope · 59 published · 1 on the econ.EM arXiv · 2,202 citations · h-index 20 (over the papers listed here)
Papers (1 of 60)
On the inverse of covariance matrices for unbalanced crossed designs
published 2026 · Biometrika
with Ziyang Lyu, A. H. Welsh
Analysing symbolic data by pseudo-marginal methods
published 2026 · Statistics and Computing · first circulated 2024
Calibrating Multivariate Regression with Localized PIT Mappings
published 2026 · Journal of Computational and Graphical Statistics
Data-Dependent Rectangular Bounding Processes
published 2025 · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1 citations
with Xuhui Fan, Bin Li, Prosha A. Rahman
Diversity on the bench: An analysis of gendered biases in the language of Australian Family Law Court judgments
published 2025 · PLoS ONE
with Elma H. Akand, Yanan Fan, Wayne Wobcke, Mehera San Roque
Next Generation Models for Subsequent Sports Injuries
published 2025 · Applied Stochastic Models in Business and Industry · 1 citations
Rejoinder to Next Generation Models for Subsequent Sports Injuries by Wu et al.
published 2025 · Applied Stochastic Models in Business and Industry
Proper likelihood functions for parameter estimation in S-shaped models of unperturbed tumor growth
published 2025 · Scientific Reports · 1 citations
with Erick Eduardo Ramirez-Torres, Antonio Rafael Selva Castañeda, L. Rández, Luis Enrique Bergues Cabrales, J.I. Montijano
Increasing dimension asymptotics for two-way crossed mixed effect models
published 2024 · The Annals of Statistics · 3 citations
with Ziyang Lyu, A. H. Welsh
Modularized Bayesian analyses and cutting feedback in likelihood-free inference
published 2023 · Statistics and Computing · first circulated 2022
Copula ARMA-GARCH modelling of spatially and temporally correlated time series data for transportation planning use
published 2022 · Transportation Research Part C Emerging Technologies · 25 citations
New models for symbolic data analysis
published 2022 · Advances in Data Analysis and Classification · 31 citations · first circulated 2018
with Boris Béranger, Huan Lin
Continuous-time edge modelling using non-parametric point processes
published 2021 · Neural Information Processing Systems · 2 citations
with Xuhui Fan, Bin Li, Feng Zhou
no link
Efficient Bayesian Synthetic Likelihood With Whitening Transformations
published 2021 · Journal of Computational and Graphical Statistics · 16 citations · first circulated 2019
Smoothing graphons for modelling exchangeable relational data
published 2021 · Machine Learning · 1 citations · first circulated 2020
with Yaqiong Li, Xuhui Fan, Ling Chen, Bin Li
Vector Operations for Accelerating Expensive Bayesian Computations – A Tutorial Guide
published 2021 · Bayesian Analysis · 5 citations
Logistic Regression Models for Aggregated Data
published 2021 · Journal of Computational and Graphical Statistics · 3 citations
with Tom Whitaker, Boris Béranger
working paper 2020 · arXiv
High-dimensional inference using the extremal skew-t process
published 2020 · Extremes · 7 citations · first circulated 2019
with Boris Béranger, Alec Stephenson
Composite likelihood methods for histogram-valued random variables
published 2020 · Statistics and Computing · 1 citations
with T. B. Whitaker, Boris Béranger
Likelihood-free approximate Gibbs sampling
published 2020 · Statistics and Computing · 20 citations · first circulated 2019
Bayesian Nonnegative Matrix Factorization With Dirichlet Process Mixtures
published 2020 · IEEE Transactions on Signal Processing · 16 citations
with Caoyuan Li, Hong-Bo Xie, Kerrie Mengersen, Xuhui Fan, Richard Yi Da Xu, Sabine Van Huffel
Estimation and uncertainty quantification for extreme quantile regions
published 2019 · Extremes
with Boris Béranger, Simone A. Padoan
Constructing likelihood functions for interval‐valued random variables
published 2019 · Scandinavian Journal of Statistics · 19 citations · first circulated 2016
with Xin Zhang, Boris Béranger
Extremal properties of the multivariate extended skew-normal distribution, Part B
published 2018 · Statistics & Probability Letters · 10 citations
with Boris Béranger, Simone A. Padoan, You Dan Xu, Yangfan Xu
Tail density estimation for exploratory data analysis using kernel methods
published 2018 · Journal of nonparametric statistics · 10 citations
with Boris Béranger, Tarn Duong, Sarah Perkins-Kirkpatrick
Likelihood-free inference in high dimensions with synthetic likelihood
published 2018 · Computational Statistics & Data Analysis · 38 citations
Recalibration: A post-processing method for approximate Bayesian computation
published 2018 · Computational Statistics & Data Analysis · 20 citations · first circulated 2017
with G. S. Rodrigues, Dennis Prangle
The Sensitivity of Daily Temperature Variability and Extremes to Dataset Choice
published 2017 · Journal of Climate · 30 citations
with Mia H. Gross, Markus G. Donat, Lisa V. Alexander
Variational Bayes with synthetic likelihood
published 2017 · Statistics and Computing · 62 citations
Dynamic Quantile Function Models
published 2017 · Quantitative Finance · 8 citations
Nonlinear manifold representation in natural systems: The SOMersault
published 2016 · Environmental Modelling & Software · 5 citations
with Stephanie Clark, Ashish Sharma
Models for Extremal Dependence Derived from Skew‐symmetric Families
published 2016 · Scandinavian Journal of Statistics · 1 citations
with Boris Béranger, Simone A. Padoan
Extending approximate Bayesian computation methods to high dimensions via a Gaussian copula model
published 2016 · Computational Statistics & Data Analysis · 46 citations · first circulated 2015
Functional regression approximate Bayesian computation for Gaussian process density estimation
published 2016 · Computational Statistics & Data Analysis · 12 citations · first circulated 2014
A dimension range representation (DRR) measure for self-organizing maps
published 2015 · Pattern Recognition · 6 citations
with Stephanie Clark, Ashish Sharma
Bayesian threshold selection for extremal models using measures of surprise
published 2014 · Computational Statistics & Data Analysis · 17 citations · first circulated 2013
with Jeong Eun Lee, Yanan Fan
Diagnostic tools for approximate Bayesian computation using the coverage property
published 2014 · Australian & New Zealand Journal of Statistics · 61 citations
with Dennis Prangle, Michaël G. B. Blum, Gordana Popović
Increasing dependence on foreign water resources? An assessment of trends in global virtual water flows using a self-organizing time map
published 2014 · Ecological Informatics · 31 citations
with Stephanie Clark, Peter Sarlin, Ashish Sharma
Simultaneous adjustment of bias and coverage probabilities for confidence intervals
published 2013 · Computational Statistics & Data Analysis · 13 citations · first circulated 2012
with Patricia Menéndez, Yanan Fan, Paul H. Garthwaite
A Comparative Review of Dimension Reduction Methods in Approximate Bayesian Computation
published 2013 · Statistical Science · 380 citations
with Michaël G. B. Blum, Matthew A. Nunes, Dennis Prangle
Approximate Bayesian computation via regression density estimation
published 2013 · Stat · 59 citations · first circulated 2012
Approximate Bayesian Computation and Bayes’ Linear Analysis: Toward High-Dimensional ABC
published 2012 · Journal of Computational and Graphical Statistics · 53 citations · first circulated 2011
On sequential Monte Carlo, partial rejection control and approximate Bayesian computation
published 2012 · Statistics and Computing · 75 citations · first circulated 2008
with Gareth W. Peters, Y. Fan, Yanan Fan
Handbook of Spatial Statistics by A.E. Gelfand, P. Diggle, P. Guttorp and M. Fuentes
published 2011 · Australian & New Zealand Journal of Statistics
Likelihood-free Bayesian inference for -stable models
published 2010 · Computational Statistics & Data Analysis · 56 citations · first circulated 2009
with Gareth W. Peters, Yanan Fan
Bayesian Symbol Detection in Wireless Relay Networks via Likelihood-Free Inference
published 2010 · IEEE Transactions on Signal Processing · 10 citations
with Gareth W. Peters, Ido Nevat, Yanan Fan, Jinhong Yuan
Likelihood-Based Inference for Max-Stable Processes
published 2010 · Journal of the American Statistical Association · 402 citations · first circulated 2009
with Simone A. Padoan, Mathieu Ribatet
On Bayesian Curve Fitting via Auxiliary Variables
published 2010 · Journal of Computational and Graphical Statistics · 8 citations · first circulated 2009
with Yanan Fan, J.-L. Dortet-Bernadet
Automating and evaluating reversible jump MCMC proposal distributions
published 2008 · Statistics and Computing · 26 citations
with Yanan Fan, Gareth W. Peters
A distance-based diagnostic for trans-dimensional Markov chains
published 2007 · Statistics and Computing · 17 citations
with Yanan Fan
Genetics
published 2007 · The American Statistician · 9 citations
Inference for Stereological Extremes
published 2007 · Journal of the American Statistical Association · 152 citations
with Paola Bortot, Stuart Coles
Transdimensional Markov Chains
published 2005 · Journal of the American Statistical Association · 154 citations
Statistical Inference and Simulation for Spatial Point Processes
published 2004 · Journal of the Royal Statistical Society Series A (Statistics in Society) · 240 citations
Bayesian Point Estimation of Quantitative Trait Loci
published 2004 · Biometrics · 8 citations
with M. A. Hurn
Hidden Markov Models for Bioinformatics
published 2003 · Journal of the Royal Statistical Society Series A (Statistics in Society) · 8 citations
Modelling Dependence Uncertainty in the Extremes of Markov Chains
published 2003 · Extremes · 6 citations
with Stuart Coles
The Basics of S-PLUS
published 2003 · Journal of the Royal Statistical Society Series D (The Statistician)
Discussion on The Meeting on ‘Statistical Modelling and Analysis of Genetic Data’
published 2002 · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 17 citations
with DJ Balding, AD Carothers, JL Marchini, LR Cardon, Atam Vetta, Brian B. Griffiths, BS Weir, WG Hill, David E. Goldstein, Korbinian Strimmer, Simon Myers, MA Beaumont, …
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