Select Publications

Books

Sisson SA;Beaumont M;Fan Y, 2017, Handbook of Approximate Bayesian Computation, Chapman & Hall

Book Chapters

Fan Y, 2018, 'ABC in nuclear imaging', in Fan Y (ed.), Handbook of approximate bayesian computation

Nott D;Ong V;Fan Y;Sisson S, 2018, 'High-dimensional approximate Bayesian computation', in Sisson S;Fan Y;Beaumont M (ed.), Handbook of Approximate Bayesian Computation, Chapman & Hall, pp. 211 - 242

Sisson S;Fan Y, 2018, 'ABC Samplers', in Sisson S;Fan Y;Beaumont M (ed.), Handbook of Approximate Bayesian Computation, Chapman & Hall, pp. 87 - 123

Sisson S;Fan Y;Beaumont M, 2018, 'Overview of Approximate Bayesian Computation', in Sisson S;Fan Y;Beaumont M (ed.), Handbook of Approximate Bayesian Computation, Chapman & Hall, pp. 3 - 54

Fan Y;Sisson SA, 2011, 'Reversible Jump MCMC', in Brooks S;Gelman A;Jones GL;Meng XL (ed.), HANDBOOK OF MARKOV CHAIN MONTE CARLO, edn. Chapman & Hall-CRC Handbooks of Modern Statistical Methods, CRC PRESS-TAYLOR & FRANCIS GROUP, pp. 67 - 91, http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000294600700004&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a

Sisson SA;Fan Y, 2011, 'Likelihood-Free MCMC', in Brooks S;Gelman A;Jones GL;Meng XL (ed.), HANDBOOK OF MARKOV CHAIN MONTE CARLO, edn. Chapman & Hall-CRC Handbooks of Modern Statistical Methods, CRC PRESS-TAYLOR & FRANCIS GROUP, pp. 313 - 335, http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000294600700013&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a

Journal articles

Olson R;An SI;Fan Y;Evans JP;Caesar L, 2018, 'North Atlantic observations sharpen meridional overturning projections', Climate Dynamics, vol. 50, pp. 4171 - 4188, http://dx.doi.org/10.1007/s00382-017-3867-7

Zhu W;Fan Y, 2018, 'A Novel Approach for Markov Random Field With Intractable Normalizing Constant on Large Lattices', Journal of Computational and Graphical Statistics, vol. 27, pp. 59 - 70, http://dx.doi.org/10.1080/10618600.2017.1317263

Fan Y;Olson R;Evans JP, 2017, 'A Bayesian posterior predictive framework for weighting ensemble regional climate models', Geoscientific Model Development, vol. 10, pp. 2321 - 2332, http://dx.doi.org/10.5194/gmd-10-2321-2017

Rodrigues T; Fan Y, 2017, 'Regression Adjustment for Noncrossing Bayesian Quantile Regression', Journal of Computational and Graphical Statistics, vol. 26, pp. 275 - 284, http://dx.doi.org/10.1080/10618600.2016.1172016

Fan Y;de Micheaux PL;Penev S;Salopek D, 2017, 'Multivariate nonparametric test of independence', Journal of Multivariate Analysis, vol. 153, pp. 189 - 210, http://dx.doi.org/10.1016/j.jmva.2016.09.014

Li J;Nott DJ;Fan Y;Sisson SA, 2017, 'Extending approximate Bayesian computation methods to high dimensions via a Gaussian copula model', Computational Statistics and Data Analysis, vol. 106, pp. 77 - 89, http://dx.doi.org/10.1016/j.csda.2016.07.005

Olson R;Fan Y;Evans JP, 2016, 'A simple method for Bayesian model averaging of regional climate model projections: Application to southeast Australian temperatures', Geophysical Research Letters, vol. 43, pp. 7661 - 7669, http://dx.doi.org/10.1002/2016GL069704

Garthwaite PH;Fan Y;Sisson SA, 2016, 'Adaptive optimal scaling of Metropolis–Hastings algorithms using the Robbins–Monro process', Communications in Statistics - Theory and Methods, vol. 45, pp. 5098 - 5111, http://dx.doi.org/10.1080/03610926.2014.936562

Zhu W;Ouyang J;Rakvongthai Y;Guehl NJ;Wooten DW;El Fakhri G;Normandin MD;Fan Y, 2016, 'A Bayesian spatial temporal mixtures approach to kinetic parametric images in dynamic positron emission tomography', Medical Physics, vol. 43, pp. 1222 - 1234, http://dx.doi.org/10.1118/1.4941010

Zhu W;Fan Y, 2015, 'Relabelling algorithms for mixture models with applications for large data sets', Journal of Statistical Computation and Simulation, http://dx.doi.org/10.1080/00949655.2015.1015129

Lee J;Fan Y;Sisson SA, 2015, 'Bayesian threshold selection for extremal models using measures of surprise', Computational Statistics and Data Analysis, vol. 85, pp. 84 - 99, http://dx.doi.org/10.1016/j.csda.2014.12.004

Nott DJ;Fan Y;Marshall L;Sisson SA, 2014, 'Approximate Bayesian computation and Bayes' linear analysis: Toward high- dimensional ABC', Journal of Computational and Graphical Statistics, vol. 23, pp. 65 - 86, http://dx.doi.org/10.1080/10618600.2012.751874

Menéndez P;Fan Y;Garthwaite PH;Sisson SA, 2014, 'Simultaneous adjustment of bias and coverage probabilities for confidence intervals', Computational Statistics and Data Analysis, vol. 70, pp. 35 - 44, http://dx.doi.org/10.1016/j.csda.2013.08.016

Fan Y;Nott DJ;Sisson SA, 2013, 'Approximate Bayesian computation via regression density estimation', Stat, vol. 2, pp. 34 - 48, http://dx.doi.org/10.1002/sta4.15

Peters GW;Sisson SA;Fan Y, 2012, 'Likelihood-free Bayesian inference for alpha-stable models', Computational Statistics and Data Analysis, vol. 56, pp. 3743 - 3756, http://dx.doi.org/10.1016/j.csda.2010.10.004

Peters GW;Fan Y;Sisson SA, 2012, 'On sequential Monte Carlo, partial rejection control and approximate Bayesian computation', Statistics and Computing, vol. 22, pp. 1209 - 1222, http://dx.doi.org/10.1007/s11222-012-9315-y

Nott DJ;Fan Y;Sisson SA, 2012, 'Discussion on the paper of Fearnhead and Prangle "Constructing summary statistics for approximate Bayesian computation: semi-automatic approximate Bayesian computation"', Journal of the Royal Statistical Society Series B - Statistical Methodology, vol. 74, pp. 466 - 468

Peters GW;Nevat I;Sisson SA;Fan Y;Yuan J, 2010, 'Bayesian Symbol Detection in Wireless Relay Networks via Likelihood-Free Interference', IEEE Transactions on Signal Processing, vol. 58, pp. 5206 - 5218

Fan Y;Dortet-Bernadet JL;Sisson SA, 2010, 'On bayesian curve fitting via auxiliary variables', Journal of Computational and Graphical Statistics, vol. 19, pp. 626 - 644, http://dx.doi.org/10.1198/jcgs.2010.08178

Sisson SA;Fan Y;Tanaka MM, 2009, 'Sequential Monte Carlo without likelihoods (Proceedings of the National Academy of Sciences of the United States of America (2007) 104, 6, (1760-1765) DOI:10.1073/pnas.0607208104)', Proceedings of the National Academy of Sciences of the United States of America, vol. 106, pp. 16889, http://dx.doi.org/10.1073/pnas.0908847106

Fan Y;Peters GW;Sisson SA, 2009, 'Automating and evaluating reversible jump MCMC proposal distributions', Statistics and Computing, vol. 19, pp. 409 - 421, http://dx.doi.org/10.1007/s11222-008-9101-z

Sisson SA;Fan Y, 2009, 'Towards automating model selection for a mark-recapture-recovery analysis', Journal of the Royal Statistical Society. Series C: Applied Statistics, vol. 58, pp. 247 - 266, http://dx.doi.org/10.1111/j.1467-9876.2008.00656.x

Fan Y;Leslie DS;Wand MP, 2008, 'Generalised linear mixed model analysis via sequential Monte Carlo sampling', Electronic Journal of Statistics, vol. 2, pp. 916 - 938, http://dx.doi.org/10.1214/07-EJS158

Sisson SA;Fan Y;Tanaka MM, 2007, 'Sequential Monte Carlo without likelihoods', Proceedings of the National Academy of Sciences of the United States of America, vol. 104, pp. 1760 - 1765, http://dx.doi.org/10.1073/pnas.0607208104

Sisson SA;Fan Y, 2007, 'A distance-based diagnostic for trans-dimensional Markov chains', Statistics and Computing, vol. 17, pp. 357 - 367, http://dx.doi.org/10.1007/s11222-007-9025-z

Fan Y;Brooks SP;Gelman A, 2006, 'Output assessment for monte carlo simulations via the score statistic', Journal of Computational and Graphical Statistics, vol. 15, pp. 178 - 206, http://dx.doi.org/10.1198/106186006X96908

Brooks SP;Fan Y;Rosenthal JS, 2006, 'Perfect forward simulation via simulated tempering', Communications in Statistics: Simulation and Computation, vol. 35, pp. 683 - 713, http://dx.doi.org/10.1080/03610910600716753

Catchpole EA;Fan Y;Morgan BJ T;Clutton-Brock TH;Coulson T, 2004, 'Sexual dimorphism, survival and dispersal in red deer', Journal of Agricultural, Biological, and Environmental Statistics, vol. 9, pp. 1 - 26, http://dx.doi.org/10.1198/1085711043172

Hall P;Hyndman RJ;Fan Y, 2004, 'Nonparametric confidence intervals for receiver operating characteristic curves', Biometrika, vol. 91, pp. 743 - 750, http://dx.doi.org/10.1093/biomet/91.3.743

Fan Y;Brooks SP, 2000, 'Bayesian Modelling of Prehistoric Corbelled Domes', Journal of the Royal Statistical Society. Series D, vol. 49, pp. 339 - 354, http://www.jstor.org/stable/2681061

Juneja S;Matthews J;Luzinat R;Fan Y;Michael M;Rischin D;Millward M;Toner G, 1996, 'Association of acquired Pelger-huet anomaly with taxoid therapy', British Journal of Haematology, vol. 93, pp. 139 - 141

Hyndman RJ;Fan Y, 1996, 'Sample quantiles in statistical packages', The American Statistician, vol. 50, pp. 361 - 365, http://dx.doi.org/10.2307/2684934

Other

Bernado JM;Bayarri MJ;Dawid AP;Heckerman D;Smith AF;West M (eds.), 2007, Discussion to Sequential Monte carlo for Bayesian computation, Oxford University Press, http://dx.doi.org/10.1002/9780470317105


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