Likelihood-free Markov chain Monte Carlo
作者： Y Fan , S A Sisson
DOI:
关键词: Markov chain Monte Carlo 、 Markov chain mixing time 、 Monte Carlo method in statistical physics 、 Coupling from the past 、 Mathematics 、 Hybrid Monte Carlo 、 Statistical physics 、 Parallel tempering
摘要: To appear to MCMC handbook, S. P. Brooks, A. Gelman, G. Jones and X.-L. Meng (eds), Chapman & Hall.
arxiv.org
harvard.edu
researchgate.net 参考文章(31)
Alicia Oshlack, Gordon Smyth, Kenan M Matawie, Andrew R Francis, Statistical solutions to modern problems : proceedings of the 20th International Workshop on Statistical Modelling, Sydney, Australia, July 10-15, 2005 ,(2005)
David J Balding, Simon Tavare, Peter Donnelly, Robert C Griffiths, Inferring Coalescence Times From DNA Sequence Data Genetics. ,vol. 145, pp. 505- 518 ,(1997) , 10.1093/GENETICS/145.2.505
Luke Tierney, Antonietta Mira, Some adaptive Monte Carlo methods for Bayesian inference Statistics in Medicine. ,vol. 18, pp. 2507- 2515 ,(1999) , 10.1002/(SICI)1097-0258(19990915/30)18:17/18<2507::AID-SIM272>3.0.CO;2-J
Wenxin Jiang, Bruce Turnbull, The indirect method: Inference based on intermediate statistics-a synthesis and examples Statistical Science. ,vol. 19, pp. 239- 263 ,(2004) , 10.1214/088342304000000152
Mark M. Tanaka, Andrew R. Francis, Fabio Luciani, S. A. Sisson, Using Approximate Bayesian Computation to Estimate Tuberculosis Transmission Parameters From Genotype Data Genetics. ,vol. 173, pp. 1511- 1520 ,(2006) , 10.1534/GENETICS.106.055574
Grant Hamilton, Mathias Currat, Nicolas Ray, Gerald Heckel, Mark Beaumont, Laurent Excoffier, Bayesian estimation of recent migration rates after a spatial expansion Genetics. ,vol. 170, pp. 409- 417 ,(2005) , 10.1534/GENETICS.104.034199
Paul Marjoram, Simon Tavaré, Modern computational approaches for analysing molecular genetic variation data. Nature Reviews Genetics. ,vol. 7, pp. 759- 770 ,(2006) , 10.1038/NRG1961
J. K. Pritchard, M. T. Seielstad, A. Perez-Lezaun, M. W. Feldman, Population growth of human Y chromosomes: a study of Y chromosome microsatellites. Molecular Biology and Evolution. ,vol. 16, pp. 1791- 1798 ,(1999) , 10.1093/OXFORDJOURNALS.MOLBEV.A026091
Charles J. Geyer, Elizabeth A. Thompson, Annealing Markov chain Monte Carlo with applications to ancestral inference Journal of the American Statistical Association. ,vol. 90, pp. 909- 920 ,(1995) , 10.1080/01621459.1995.10476590
P. Marjoram, J. Molitor, V. Plagnol, S. Tavare, Markov chain Monte Carlo without likelihoods Proceedings of the National Academy of Sciences of the United States of America. ,vol. 100, pp. 15324- 15328 ,(2003) , 10.1073/PNAS.0306899100