Approximate Bayesian computation (English Wikipedia)

Analysis of information sources in references of the Wikipedia article "Approximate Bayesian computation" in English language version.

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approximateinference.org

Kangasrääsiö, Antti; Lintusaari, Jarno; Skytén, Kusti; Järvenpää, Marko; Vuollekoski, Henri; Gutmann, Michael; Vehtari, Aki; Corander, Jukka; Kaski, Samuel (2016). "ELFI: Engine for Likelihood-Free Inference" (PDF). NIPS 2016 Workshop on Advances in Approximate Bayesian Inference. arXiv:1708.00707. Bibcode:2017arXiv170800707L.

arxiv.org

Bharti, A; Briol, F.-X.; Pedersen, T (2021). "A General Method for Calibrating Stochastic Radio Channel Models with Kernels". IEEE Transactions on Antennas and Propagation. 70 (6): 3986–4001. arXiv:2012.09612. doi:10.1109/TAP.2021.3083761. S2CID 233880538.
Christopher C Drovandi (2018). "ABC and Indirect Inference". arXiv:1803.01999 [stat.CO].
Del Moral, Pierre; Doucet, Arnaud; Jasra, Ajay (2006). "Sequential Monte Carlo Samplers". Journal of the Royal Statistical Society. Series B (Statistical Methodology). 68 (3): 411–436. arXiv:cond-mat/0212648. doi:10.1111/j.1467-9868.2006.00553.x. ISSN 1369-7412. JSTOR 3879283.
Peters, Gareth W.; Wüthrich, Mario V.; Shevchenko, Pavel V. (2010-08-01). "Chain ladder method: Bayesian bootstrap versus classical bootstrap". Insurance: Mathematics and Economics. 47 (1): 36–51. arXiv:1004.2548. doi:10.1016/j.insmatheco.2010.03.007. ISSN 0167-6687.
Marin, JM; Pudlo, P; Robert, CP; Ryder, RJ (2012). "Approximate Bayesian computational methods". Statistics and Computing. 22 (6): 1167–1180. arXiv:1101.0955. doi:10.1007/s11222-011-9288-2. S2CID 40304979.
Toni, Tina; Stumpf, Michael P. H. (2010). "Simulation-based model selection for dynamical systems in systems and population biology". Bioinformatics. 26: 104–110. arXiv:0911.1705. doi:10.1093/bioinformatics/btp619.
Dean, Thomas A.; Singh, Sumeetpal S.; Jasra, Ajay; Peters, Gareth W. (2011). "Parameter Estimation for Hidden Markov Models with Intractable Likelihoods". arXiv:1103.5399 [math.ST].
Fearnhead, Paul; Prangle, Dennis (2010). "Constructing Summary Statistics for Approximate Bayesian Computation: Semi-automatic ABC". arXiv:1004.1112 [stat.ME].
Blum, M; Francois, O (2010). "Non-linear regression models for approximate Bayesian computation". Stat Comp. 20: 63–73. arXiv:0809.4178. doi:10.1007/s11222-009-9116-0. S2CID 2403203.
Wilkinson, Richard David (2013). "Approximate Bayesian computation (ABC) gives exact results under the assumption of model error". Statistical Applications in Genetics and Molecular Biology. 12 (2). arXiv:0811.3355. doi:10.1515/sagmb-2013-0010.
Peters, Gareth William; Wuthrich, Mario V.; Shevchenko, Pavel V. (2009). "Chain Ladder Method: Bayesian Bootstrap Versus Classical Bootstrap". SSRN Electronic Journal. arXiv:1004.2548. doi:10.2139/ssrn.2980411. ISSN 1556-5068.
Peters, G. W.; Sisson, S. A.; Fan, Y. (2009-12-23). "Likelihood-free Bayesian inference for alpha-stable models". arXiv:0912.4729 [stat.CO].
Blum, M. G. B.; Nunes, M. A.; Prangle, D.; Sisson, S. A. (2013). "A Comparative Review of Dimension Reduction Methods in Approximate Bayesian Computation". Statistical Science. 28 (2). arXiv:1202.3819. doi:10.1214/12-STS406.
Prangle, Dennis; Fearnhead, Paul; Cox, Murray P.; Biggs, Patrick J.; French, Nigel P. (2014). "Semi-automatic selection of summary statistics for ABC model choice". Stat Appl Genet Mol Biol: 67–82. arXiv:1302.5624. doi:10.1515/sagmb-2013-0012.
Marin, J. -M.; Pillai, N.; Robert, C. P.; Rousseau, J. (2011). "Relevant statistics for Bayesian model choice". arXiv:1110.4700 [math.ST].
Arlot, S; Celisse, A (2010). "A survey of cross-validation procedures for model selection". Statistics Surveys. 4: 40–79. arXiv:0907.4728. doi:10.1214/09-ss054. S2CID 14332192.
Francois, O; Laval, G (2011). "Deviance Information Criteria for Model Selection in Approximate Bayesian Computation". Stat Appl Genet Mol Biol. 10: Article 33. arXiv:1105.0269. Bibcode:2011arXiv1105.0269F. doi:10.2202/1544-6115.1678. S2CID 11143942.
Beaumont, MA; Cornuet, J-M; Marin, J-M; Robert, CP (2009). "Adaptive approximate Bayesian computation". Biometrika. 96 (4): 983–990. arXiv:0805.2256. doi:10.1093/biomet/asp052. S2CID 16579245.
Salvatier, John; Wiecki, Thomas V.; Fonnesbeck, Christopher (2016). "Probabilistic programming in Python using PyMC3". PeerJ Computer Science. 2: e55. arXiv:1507.08050. doi:10.7717/peerj-cs.55.
Csilléry, K; François, O; Blum, MGB (2012). "abc: an R package for approximate Bayesian computation (ABC)". Methods in Ecology and Evolution. 3 (3): 475–479. arXiv:1106.2793. Bibcode:2012MEcEv...3..475C. doi:10.1111/j.2041-210x.2011.00179.x. S2CID 16679366.
Kangasrääsiö, Antti; Lintusaari, Jarno; Skytén, Kusti; Järvenpää, Marko; Vuollekoski, Henri; Gutmann, Michael; Vehtari, Aki; Corander, Jukka; Kaski, Samuel (2016). "ELFI: Engine for Likelihood-Free Inference" (PDF). NIPS 2016 Workshop on Advances in Approximate Bayesian Inference. arXiv:1708.00707. Bibcode:2017arXiv170800707L.
Dutta, R; Schoengens, M; Pacchiardi, L; Ummadisingu, A; Widmer, N; Onnela, J. P.; Mira, A (2021). "ABCpy: A High-Performance Computing Perspective to Approximate Bayesian Computation". Journal of Statistical Software. 100 (7). arXiv:1711.04694. doi:10.18637/jss.v100.i07. S2CID 88516340.

doi.org

Bharti, A; Briol, F.-X.; Pedersen, T (2021). "A General Method for Calibrating Stochastic Radio Channel Models with Kernels". IEEE Transactions on Antennas and Propagation. 70 (6): 3986–4001. arXiv:2012.09612. doi:10.1109/TAP.2021.3083761. S2CID 233880538.
Rubin, DB (1984). "Bayesianly Justifiable and Relevant Frequency Calculations for the Applied Statistician". The Annals of Statistics. 12 (4): 1151–1172. doi:10.1214/aos/1176346785.
see figure 5 in Stigler, Stephen M. (2010). "Darwin, Galton and the Statistical Enlightenment". Journal of the Royal Statistical Society. Series A (Statistics in Society). 173 (3): 469–482. doi:10.1111/j.1467-985X.2010.00643.x. ISSN 0964-1998. S2CID 53333238.
Diggle, PJ (1984). "Monte Carlo Methods of Inference for Implicit Statistical Models". Journal of the Royal Statistical Society, Series B. 46 (2): 193–227. doi:10.1111/j.2517-6161.1984.tb01290.x.
Bartlett, MS (1963). "The spectral analysis of point processes". Journal of the Royal Statistical Society, Series B. 25 (2): 264–296. doi:10.1111/j.2517-6161.1963.tb00508.x.
Hoel, DG; Mitchell, TJ (1971). "The simulation, fitting and testing of a stochastic cellular proliferation model". Biometrics. 27 (1): 191–199. doi:10.2307/2528937. JSTOR 2528937. PMID 4926451.
Tavaré, S; Balding, DJ; Griffiths, RC; Donnelly, P (1997). "Inferring Coalescence Times from DNA Sequence Data". Genetics. 145 (2): 505–518. doi:10.1093/genetics/145.2.505. PMC 1207814. PMID 9071603.
Pritchard, JK; Seielstad, MT; Perez-Lezaun, A; et al. (1999). "Population Growth of Human Y Chromosomes: A Study of Y Chromosome Microsatellites". Molecular Biology and Evolution. 16 (12): 1791–1798. doi:10.1093/oxfordjournals.molbev.a026091. PMID 10605120.
Beaumont, MA; Zhang, W; Balding, DJ (2002). "Approximate Bayesian Computation in Population Genetics". Genetics. 162 (4): 2025–2035. doi:10.1093/genetics/162.4.2025. PMC 1462356. PMID 12524368.
Peters, Gareth (2009). "Advances in Approximate Bayesian Computation and Trans-Dimensional Sampling Methodology". SSRN Electronic Journal. doi:10.2139/ssrn.3785580. hdl:1959.4/50086. ISSN 1556-5068.
Del Moral, Pierre; Doucet, Arnaud; Jasra, Ajay (2006). "Sequential Monte Carlo Samplers". Journal of the Royal Statistical Society. Series B (Statistical Methodology). 68 (3): 411–436. arXiv:cond-mat/0212648. doi:10.1111/j.1467-9868.2006.00553.x. ISSN 1369-7412. JSTOR 3879283.
Del Moral, Pierre; Doucet, Arnaud; Peters, Gareth (2004). "Sequential Monte Carlo Samplers CUED Technical Report". SSRN Electronic Journal. doi:10.2139/ssrn.3841065. ISSN 1556-5068.
Peters, Gareth (2005). "Topics in Sequential Monte Carlo Samplers". SSRN Electronic Journal. doi:10.2139/ssrn.3785582. ISSN 1556-5068.
Sisson, S. A.; Fan, Y.; Tanaka, Mark M. (2007-02-06). "Sequential Monte Carlo without likelihoods". Proceedings of the National Academy of Sciences. 104 (6): 1760–1765. Bibcode:2007PNAS..104.1760S. doi:10.1073/pnas.0607208104. ISSN 0027-8424. PMC 1794282. PMID 17264216.
Peters, G. W.; Sisson, S. A.; Fan, Y. (2012-11-01). "Likelihood-free Bayesian inference for α-stable models". Computational Statistics & Data Analysis. 1st issue of the Annals of Computational and Financial Econometrics. 56 (11): 3743–3756. doi:10.1016/j.csda.2010.10.004. ISSN 0167-9473.
Peters, Gareth W.; Wüthrich, Mario V.; Shevchenko, Pavel V. (2010-08-01). "Chain ladder method: Bayesian bootstrap versus classical bootstrap". Insurance: Mathematics and Economics. 47 (1): 36–51. arXiv:1004.2548. doi:10.1016/j.insmatheco.2010.03.007. ISSN 0167-6687.
Hunter, Dawn (2006-12-08). "Bayesian inference, Monte Carlo sampling and operational risk". Journal of Operational Risk. 1 (3): 27–50. doi:10.21314/jop.2006.014.
Beaumont, MA (2010). "Approximate Bayesian Computation in Evolution and Ecology". Annual Review of Ecology, Evolution, and Systematics. 41: 379–406. doi:10.1146/annurev-ecolsys-102209-144621.
Bertorelle, G; Benazzo, A; Mona, S (2010). "ABC as a flexible framework to estimate demography over space and time: some cons, many pros". Molecular Ecology. 19 (13): 2609–2625. Bibcode:2010MolEc..19.2609B. doi:10.1111/j.1365-294x.2010.04690.x. PMID 20561199. S2CID 12129604.
Csilléry, K; Blum, MGB; Gaggiotti, OE; François, O (2010). "Approximate Bayesian Computation (ABC) in practice". Trends in Ecology & Evolution. 25 (7): 410–418. doi:10.1016/j.tree.2010.04.001. PMID 20488578. S2CID 13957079.
Didelot, X; Everitt, RG; Johansen, AM; Lawson, DJ (2011). "Likelihood-free estimation of model evidence". Bayesian Analysis. 6: 49–76. doi:10.1214/11-ba602.
Lai, K; Robertson, MJ; Schaffer, DV (2004). "The sonic hedgehog signaling system as a bistable genetic switch". Biophys. J. 86 (5): 2748–2757. Bibcode:2004BpJ....86.2748L. doi:10.1016/s0006-3495(04)74328-3. PMC 1304145. PMID 15111393.
Marin, JM; Pudlo, P; Robert, CP; Ryder, RJ (2012). "Approximate Bayesian computational methods". Statistics and Computing. 22 (6): 1167–1180. arXiv:1101.0955. doi:10.1007/s11222-011-9288-2. S2CID 40304979.
Robert, Christian P. (2016). "Approximate Bayesian Computation: A Survey on Recent Results". In Cools, R.; Nuyens, D. (eds.). Monte Carlo and Quasi-Monte Carlo Methods. Springer Proceedings in Mathematics & Statistics. Vol. 163. pp. 185–205. doi:10.1007/978-3-319-33507-0_7. ISBN 978-3-319-33505-6.
Toni, Tina; Stumpf, Michael P. H. (2010). "Simulation-based model selection for dynamical systems in systems and population biology". Bioinformatics. 26: 104–110. arXiv:0911.1705. doi:10.1093/bioinformatics/btp619.
Templeton, AR (2009). "Why does a method that fails continue to be used? The answer". Evolution. 63 (4): 807–812. doi:10.1111/j.1558-5646.2008.00600.x. PMC 2693665. PMID 19335340.
Robert, CP; Cornuet, J-M; Marin, J-M; Pillai, NS (2011). "Lack of confidence in approximate Bayesian computation model choice". Proc Natl Acad Sci U S A. 108 (37): 15112–15117. Bibcode:2011PNAS..10815112R. doi:10.1073/pnas.1102900108. PMC 3174657. PMID 21876135.
Templeton, AR (2008). "Nested clade analysis: an extensively validated method for strong phylogeographic inference". Molecular Ecology. 17 (8): 1877–1880. Bibcode:2008MolEc..17.1877T. doi:10.1111/j.1365-294x.2008.03731.x. PMC 2746708. PMID 18346121.
Templeton, AR (2009). "Statistical hypothesis testing in intraspecific phylogeography: nested clade phylogeographical analysis vs. approximate Bayesian computation". Molecular Ecology. 18 (2): 319–331. Bibcode:2009MolEc..18..319T. doi:10.1111/j.1365-294x.2008.04026.x. PMC 2696056. PMID 19192182.
Berger, JO; Fienberg, SE; Raftery, AE; Robert, CP (2010). "Incoherent phylogeographic inference". Proceedings of the National Academy of Sciences of the United States of America. 107 (41): E157. Bibcode:2010PNAS..107E.157B. doi:10.1073/pnas.1008762107. PMC 2955098. PMID 20870964.
Sisson, SA; Fan, Y; Tanaka, MM (2007). "Sequential Monte Carlo without likelihoods". Proc Natl Acad Sci U S A. 104 (6): 1760–1765. Bibcode:2007PNAS..104.1760S. doi:10.1073/pnas.0607208104. PMC 1794282. PMID 17264216.
Blum, M; Francois, O (2010). "Non-linear regression models for approximate Bayesian computation". Stat Comp. 20: 63–73. arXiv:0809.4178. doi:10.1007/s11222-009-9116-0. S2CID 2403203.
Leuenberger, C; Wegmann, D (2009). "Bayesian Computation and Model Selection Without Likelihoods". Genetics. 184 (1): 243–252. doi:10.1534/genetics.109.109058. PMC 2815920. PMID 19786619.
Wilkinson, Richard David (2013). "Approximate Bayesian computation (ABC) gives exact results under the assumption of model error". Statistical Applications in Genetics and Molecular Biology. 12 (2). arXiv:0811.3355. doi:10.1515/sagmb-2013-0010.
Peters, Gareth William; Wuthrich, Mario V.; Shevchenko, Pavel V. (2009). "Chain Ladder Method: Bayesian Bootstrap Versus Classical Bootstrap". SSRN Electronic Journal. arXiv:1004.2548. doi:10.2139/ssrn.2980411. ISSN 1556-5068.
Blum, M. G. B.; Nunes, M. A.; Prangle, D.; Sisson, S. A. (2013). "A Comparative Review of Dimension Reduction Methods in Approximate Bayesian Computation". Statistical Science. 28 (2). arXiv:1202.3819. doi:10.1214/12-STS406.
Nunes, MA; Balding, DJ (2010). "On optimal selection of summary statistics for approximate Bayesian computation". Stat Appl Genet Mol Biol. 9: Article 34. doi:10.2202/1544-6115.1576. PMID 20887273. S2CID 207319754.
Joyce, P; Marjoram, P (2008). "Approximately sufficient statistics and bayesian computation". Stat Appl Genet Mol Biol. 7 (1): Article 26. doi:10.2202/1544-6115.1389. PMID 18764775. S2CID 38232110.
Wegmann, D; Leuenberger, C; Excoffier, L (2009). "Efficient approximate Bayesian computation coupled with Markov chain Monte Carlo without likelihood". Genetics. 182 (4): 1207–1218. doi:10.1534/genetics.109.102509. PMC 2728860. PMID 19506307.
Prangle, Dennis; Fearnhead, Paul; Cox, Murray P.; Biggs, Patrick J.; French, Nigel P. (2014). "Semi-automatic selection of summary statistics for ABC model choice". Stat Appl Genet Mol Biol: 67–82. arXiv:1302.5624. doi:10.1515/sagmb-2013-0012.
Marjoram, P; Molitor, J; Plagnol, V; Tavare, S (2003). "Markov chain Monte Carlo without likelihoods". Proc Natl Acad Sci U S A. 100 (26): 15324–15328. Bibcode:2003PNAS..10015324M. doi:10.1073/pnas.0306899100. PMC 307566. PMID 14663152.
Toni, T; Welch, D; Strelkowa, N; Ipsen, A; Stumpf, M (2007). "Approximate Bayesian computation scheme for parameter inference and model selection in dynamical systems". J R Soc Interface. 6 (31): 187–202. doi:10.1098/rsif.2008.0172. PMC 2658655. PMID 19205079.
Arlot, S; Celisse, A (2010). "A survey of cross-validation procedures for model selection". Statistics Surveys. 4: 40–79. arXiv:0907.4728. doi:10.1214/09-ss054. S2CID 14332192.
Vehtari, A; Lampinen, J (2002). "Bayesian model assessment and comparison using cross-validation predictive densities". Neural Computation. 14 (10): 2439–2468. CiteSeerX 10.1.1.16.3206. doi:10.1162/08997660260293292. PMID 12396570. S2CID 366285.
Ratmann, O; Andrieu, C; Wiuf, C; Richardson, S (2009). "Model criticism based on likelihood-free inference, with an application to protein network evolution". Proceedings of the National Academy of Sciences of the United States of America. 106 (26): 10576–10581. Bibcode:2009PNAS..10610576R. doi:10.1073/pnas.0807882106. PMC 2695753. PMID 19525398.
Francois, O; Laval, G (2011). "Deviance Information Criteria for Model Selection in Approximate Bayesian Computation". Stat Appl Genet Mol Biol. 10: Article 33. arXiv:1105.0269. Bibcode:2011arXiv1105.0269F. doi:10.2202/1544-6115.1678. S2CID 11143942.
Templeton, AR (2010). "Coherent and incoherent inference in phylogeography and human evolution". Proceedings of the National Academy of Sciences of the United States of America. 107 (14): 6376–6381. Bibcode:2010PNAS..107.6376T. doi:10.1073/pnas.0910647107. PMC 2851988. PMID 20308555.
Beaumont, MA; Nielsen, R; Robert, C; Hey, J; Gaggiotti, O; et al. (2010). "In defence of model-based inference in phylogeography". Molecular Ecology. 19 (3): 436–446. Bibcode:2010MolEc..19..436B. doi:10.1111/j.1365-294x.2009.04515.x. PMC 5743441. PMID 29284924.
Berger, J.O. (2006). "The case for objective Bayesian analysis". Bayesian Analysis. 1 (pages 385–402 and 457–464): 385–402. doi:10.1214/06-BA115.
Beaumont, MA; Cornuet, J-M; Marin, J-M; Robert, CP (2009). "Adaptive approximate Bayesian computation". Biometrika. 96 (4): 983–990. arXiv:0805.2256. doi:10.1093/biomet/asp052. S2CID 16579245.
Feng, X; Buell, DA; Rose, JR; Waddellb, PJ (2003). "Parallel Algorithms for Bayesian Phylogenetic Inference". Journal of Parallel and Distributed Computing. 63 (7–8): 707–718. CiteSeerX 10.1.1.109.7764. doi:10.1016/s0743-7315(03)00079-0.
Fearnhead, P; Prangle, D (2012). "Constructing summary statistics for approximate Bayesian computation: semi-automatic approximate Bayesian computation". Journal of the Royal Statistical Society, Series B. 74 (3): 419–474. CiteSeerX 10.1.1.760.7753. doi:10.1111/j.1467-9868.2011.01010.x. S2CID 53861241.
Gerstner, T; Griebel, M (2003). "Dimension-Adaptive Tensor-Product Quadrature". Computing. 71: 65–87. CiteSeerX 10.1.1.16.2434. doi:10.1007/s00607-003-0015-5. S2CID 16184111.
Singer, AB; Taylor, JW; Barton, PI; Green, WH (2006). "Global dynamic optimization for parameter estimation in chemical kinetics". J Phys Chem A. 110 (3): 971–976. Bibcode:2006JPCA..110..971S. doi:10.1021/jp0548873. PMID 16419997.
Cardenas, IC (2019). "On the use of Bayesian networks as a meta-modeling approach to analyse uncertainties in slope stability analysis". Georisk: Assessment and Management of Risk for Engineered Systems and Geohazards. 13 (1): 53–65. Bibcode:2019GAMRE..13...53C. doi:10.1080/17499518.2018.1498524. S2CID 216590427.
Salvatier, John; Wiecki, Thomas V.; Fonnesbeck, Christopher (2016). "Probabilistic programming in Python using PyMC3". PeerJ Computer Science. 2: e55. arXiv:1507.08050. doi:10.7717/peerj-cs.55.
Cornuet, J-M; Santos, F; Beaumont, M; et al. (2008). "Inferring population history with DIY ABC: a user-friendly approach to approximate Bayesian computation". Bioinformatics. 24 (23): 2713–2719. doi:10.1093/bioinformatics/btn514. PMC 2639274. PMID 18842597.
Csilléry, K; François, O; Blum, MGB (2012). "abc: an R package for approximate Bayesian computation (ABC)". Methods in Ecology and Evolution. 3 (3): 475–479. arXiv:1106.2793. Bibcode:2012MEcEv...3..475C. doi:10.1111/j.2041-210x.2011.00179.x. S2CID 16679366.
Jabot, F; Faure, T; Dumoulin, N (2013). "EasyABC: performing efficient approximate Bayesian computation sampling schemes using R." Methods in Ecology and Evolution. 4 (7): 684–687. Bibcode:2013MEcEv...4..684J. doi:10.1111/2041-210X.12050.
Liepe, J; Barnes, C; Cule, E; Erguler, K; Kirk, P; Toni, T; Stumpf, MP (2010). "ABC-SysBio—approximate Bayesian computation in Python with GPU support". Bioinformatics. 26 (14): 1797–1799. doi:10.1093/bioinformatics/btq278. PMC 2894518. PMID 20591907.
Wegmann, D; Leuenberger, C; Neuenschwander, S; Excoffier, L (2010). "ABCtoolbox: a versatile toolkit for approximate Bayesian computations". BMC Bioinformatics. 11: 116. doi:10.1186/1471-2105-11-116. PMC 2848233. PMID 20202215.
Hickerson, MJ; Stahl, E; Takebayashi, N (2007). "msBayes: Pipeline for testing comparative phylogeographic histories using hierarchical approximate Bayesian computation". BMC Bioinformatics. 8 (268): 1471–2105. doi:10.1186/1471-2105-8-268. PMC 1949838. PMID 17655753.
Lopes, JS; Balding, D; Beaumont, MA (2009). "PopABC: a program to infer historical demographic parameters". Bioinformatics. 25 (20): 2747–2749. doi:10.1093/bioinformatics/btp487. PMID 19679678.
Tallmon, DA; Koyuk, A; Luikart, G; Beaumont, MA (2008). "COMPUTER PROGRAMS: onesamp: a program to estimate effective population size using approximate Bayesian computation". Molecular Ecology Resources. 8 (2): 299–301. doi:10.1111/j.1471-8286.2007.01997.x. PMID 21585773. S2CID 9848290.
Foll, M; Baumont, MA; Gaggiotti, OE (2008). "An Approximate Bayesian Computation approach to overcome biases that arise when using AFLP markers to study population structure". Genetics. 179 (2): 927–939. doi:10.1534/genetics.107.084541. PMC 2429886. PMID 18505879.
Bray, TC; Sousa, VC; Parreira, B; Bruford, MW; Chikhi, L (2010). "2BAD: an application to estimate the parental contributions during two independent admisture events". Molecular Ecology Resources. 10 (3): 538–541. doi:10.1111/j.1755-0998.2009.02766.x. hdl:10400.7/205. PMID 21565053. S2CID 6528668.
Dutta, R; Schoengens, M; Pacchiardi, L; Ummadisingu, A; Widmer, N; Onnela, J. P.; Mira, A (2021). "ABCpy: A High-Performance Computing Perspective to Approximate Bayesian Computation". Journal of Statistical Software. 100 (7). arXiv:1711.04694. doi:10.18637/jss.v100.i07. S2CID 88516340.

dx.doi.org

Peters, Gareth William; Wuthrich, Mario V.; Shevchenko, Pavel V. (2009). "Chain Ladder Method: Bayesian Bootstrap Versus Classical Bootstrap". SSRN Electronic Journal. arXiv:1004.2548. doi:10.2139/ssrn.2980411. ISSN 1556-5068.

handle.net

hdl.handle.net

Peters, Gareth (2009). "Advances in Approximate Bayesian Computation and Trans-Dimensional Sampling Methodology". SSRN Electronic Journal. doi:10.2139/ssrn.3785580. hdl:1959.4/50086. ISSN 1556-5068.
Bray, TC; Sousa, VC; Parreira, B; Bruford, MW; Chikhi, L (2010). "2BAD: an application to estimate the parental contributions during two independent admisture events". Molecular Ecology Resources. 10 (3): 538–541. doi:10.1111/j.1755-0998.2009.02766.x. hdl:10400.7/205. PMID 21565053. S2CID 6528668.

harvard.edu

ui.adsabs.harvard.edu

Sisson, S. A.; Fan, Y.; Tanaka, Mark M. (2007-02-06). "Sequential Monte Carlo without likelihoods". Proceedings of the National Academy of Sciences. 104 (6): 1760–1765. Bibcode:2007PNAS..104.1760S. doi:10.1073/pnas.0607208104. ISSN 0027-8424. PMC 1794282. PMID 17264216.
Bertorelle, G; Benazzo, A; Mona, S (2010). "ABC as a flexible framework to estimate demography over space and time: some cons, many pros". Molecular Ecology. 19 (13): 2609–2625. Bibcode:2010MolEc..19.2609B. doi:10.1111/j.1365-294x.2010.04690.x. PMID 20561199. S2CID 12129604.
Lai, K; Robertson, MJ; Schaffer, DV (2004). "The sonic hedgehog signaling system as a bistable genetic switch". Biophys. J. 86 (5): 2748–2757. Bibcode:2004BpJ....86.2748L. doi:10.1016/s0006-3495(04)74328-3. PMC 1304145. PMID 15111393.
Robert, CP; Cornuet, J-M; Marin, J-M; Pillai, NS (2011). "Lack of confidence in approximate Bayesian computation model choice". Proc Natl Acad Sci U S A. 108 (37): 15112–15117. Bibcode:2011PNAS..10815112R. doi:10.1073/pnas.1102900108. PMC 3174657. PMID 21876135.
Templeton, AR (2008). "Nested clade analysis: an extensively validated method for strong phylogeographic inference". Molecular Ecology. 17 (8): 1877–1880. Bibcode:2008MolEc..17.1877T. doi:10.1111/j.1365-294x.2008.03731.x. PMC 2746708. PMID 18346121.
Templeton, AR (2009). "Statistical hypothesis testing in intraspecific phylogeography: nested clade phylogeographical analysis vs. approximate Bayesian computation". Molecular Ecology. 18 (2): 319–331. Bibcode:2009MolEc..18..319T. doi:10.1111/j.1365-294x.2008.04026.x. PMC 2696056. PMID 19192182.
Berger, JO; Fienberg, SE; Raftery, AE; Robert, CP (2010). "Incoherent phylogeographic inference". Proceedings of the National Academy of Sciences of the United States of America. 107 (41): E157. Bibcode:2010PNAS..107E.157B. doi:10.1073/pnas.1008762107. PMC 2955098. PMID 20870964.
Sisson, SA; Fan, Y; Tanaka, MM (2007). "Sequential Monte Carlo without likelihoods". Proc Natl Acad Sci U S A. 104 (6): 1760–1765. Bibcode:2007PNAS..104.1760S. doi:10.1073/pnas.0607208104. PMC 1794282. PMID 17264216.
Marjoram, P; Molitor, J; Plagnol, V; Tavare, S (2003). "Markov chain Monte Carlo without likelihoods". Proc Natl Acad Sci U S A. 100 (26): 15324–15328. Bibcode:2003PNAS..10015324M. doi:10.1073/pnas.0306899100. PMC 307566. PMID 14663152.
Ratmann, O; Andrieu, C; Wiuf, C; Richardson, S (2009). "Model criticism based on likelihood-free inference, with an application to protein network evolution". Proceedings of the National Academy of Sciences of the United States of America. 106 (26): 10576–10581. Bibcode:2009PNAS..10610576R. doi:10.1073/pnas.0807882106. PMC 2695753. PMID 19525398.
Francois, O; Laval, G (2011). "Deviance Information Criteria for Model Selection in Approximate Bayesian Computation". Stat Appl Genet Mol Biol. 10: Article 33. arXiv:1105.0269. Bibcode:2011arXiv1105.0269F. doi:10.2202/1544-6115.1678. S2CID 11143942.
Templeton, AR (2010). "Coherent and incoherent inference in phylogeography and human evolution". Proceedings of the National Academy of Sciences of the United States of America. 107 (14): 6376–6381. Bibcode:2010PNAS..107.6376T. doi:10.1073/pnas.0910647107. PMC 2851988. PMID 20308555.
Beaumont, MA; Nielsen, R; Robert, C; Hey, J; Gaggiotti, O; et al. (2010). "In defence of model-based inference in phylogeography". Molecular Ecology. 19 (3): 436–446. Bibcode:2010MolEc..19..436B. doi:10.1111/j.1365-294x.2009.04515.x. PMC 5743441. PMID 29284924.
Singer, AB; Taylor, JW; Barton, PI; Green, WH (2006). "Global dynamic optimization for parameter estimation in chemical kinetics". J Phys Chem A. 110 (3): 971–976. Bibcode:2006JPCA..110..971S. doi:10.1021/jp0548873. PMID 16419997.
Cardenas, IC (2019). "On the use of Bayesian networks as a meta-modeling approach to analyse uncertainties in slope stability analysis". Georisk: Assessment and Management of Risk for Engineered Systems and Geohazards. 13 (1): 53–65. Bibcode:2019GAMRE..13...53C. doi:10.1080/17499518.2018.1498524. S2CID 216590427.
Csilléry, K; François, O; Blum, MGB (2012). "abc: an R package for approximate Bayesian computation (ABC)". Methods in Ecology and Evolution. 3 (3): 475–479. arXiv:1106.2793. Bibcode:2012MEcEv...3..475C. doi:10.1111/j.2041-210x.2011.00179.x. S2CID 16679366.
Jabot, F; Faure, T; Dumoulin, N (2013). "EasyABC: performing efficient approximate Bayesian computation sampling schemes using R." Methods in Ecology and Evolution. 4 (7): 684–687. Bibcode:2013MEcEv...4..684J. doi:10.1111/2041-210X.12050.
Kangasrääsiö, Antti; Lintusaari, Jarno; Skytén, Kusti; Järvenpää, Marko; Vuollekoski, Henri; Gutmann, Michael; Vehtari, Aki; Corander, Jukka; Kaski, Samuel (2016). "ELFI: Engine for Likelihood-Free Inference" (PDF). NIPS 2016 Workshop on Advances in Approximate Bayesian Inference. arXiv:1708.00707. Bibcode:2017arXiv170800707L.

jstor.org

Hoel, DG; Mitchell, TJ (1971). "The simulation, fitting and testing of a stochastic cellular proliferation model". Biometrics. 27 (1): 191–199. doi:10.2307/2528937. JSTOR 2528937. PMID 4926451.
Del Moral, Pierre; Doucet, Arnaud; Jasra, Ajay (2006). "Sequential Monte Carlo Samplers". Journal of the Royal Statistical Society. Series B (Statistical Methodology). 68 (3): 411–436. arXiv:cond-mat/0212648. doi:10.1111/j.1467-9868.2006.00553.x. ISSN 1369-7412. JSTOR 3879283.

nih.gov

pubmed.ncbi.nlm.nih.gov

Hoel, DG; Mitchell, TJ (1971). "The simulation, fitting and testing of a stochastic cellular proliferation model". Biometrics. 27 (1): 191–199. doi:10.2307/2528937. JSTOR 2528937. PMID 4926451.
Tavaré, S; Balding, DJ; Griffiths, RC; Donnelly, P (1997). "Inferring Coalescence Times from DNA Sequence Data". Genetics. 145 (2): 505–518. doi:10.1093/genetics/145.2.505. PMC 1207814. PMID 9071603.
Pritchard, JK; Seielstad, MT; Perez-Lezaun, A; et al. (1999). "Population Growth of Human Y Chromosomes: A Study of Y Chromosome Microsatellites". Molecular Biology and Evolution. 16 (12): 1791–1798. doi:10.1093/oxfordjournals.molbev.a026091. PMID 10605120.
Beaumont, MA; Zhang, W; Balding, DJ (2002). "Approximate Bayesian Computation in Population Genetics". Genetics. 162 (4): 2025–2035. doi:10.1093/genetics/162.4.2025. PMC 1462356. PMID 12524368.
Sisson, S. A.; Fan, Y.; Tanaka, Mark M. (2007-02-06). "Sequential Monte Carlo without likelihoods". Proceedings of the National Academy of Sciences. 104 (6): 1760–1765. Bibcode:2007PNAS..104.1760S. doi:10.1073/pnas.0607208104. ISSN 0027-8424. PMC 1794282. PMID 17264216.
Bertorelle, G; Benazzo, A; Mona, S (2010). "ABC as a flexible framework to estimate demography over space and time: some cons, many pros". Molecular Ecology. 19 (13): 2609–2625. Bibcode:2010MolEc..19.2609B. doi:10.1111/j.1365-294x.2010.04690.x. PMID 20561199. S2CID 12129604.
Csilléry, K; Blum, MGB; Gaggiotti, OE; François, O (2010). "Approximate Bayesian Computation (ABC) in practice". Trends in Ecology & Evolution. 25 (7): 410–418. doi:10.1016/j.tree.2010.04.001. PMID 20488578. S2CID 13957079.
Lai, K; Robertson, MJ; Schaffer, DV (2004). "The sonic hedgehog signaling system as a bistable genetic switch". Biophys. J. 86 (5): 2748–2757. Bibcode:2004BpJ....86.2748L. doi:10.1016/s0006-3495(04)74328-3. PMC 1304145. PMID 15111393.
Templeton, AR (2009). "Why does a method that fails continue to be used? The answer". Evolution. 63 (4): 807–812. doi:10.1111/j.1558-5646.2008.00600.x. PMC 2693665. PMID 19335340.
Robert, CP; Cornuet, J-M; Marin, J-M; Pillai, NS (2011). "Lack of confidence in approximate Bayesian computation model choice". Proc Natl Acad Sci U S A. 108 (37): 15112–15117. Bibcode:2011PNAS..10815112R. doi:10.1073/pnas.1102900108. PMC 3174657. PMID 21876135.
Templeton, AR (2008). "Nested clade analysis: an extensively validated method for strong phylogeographic inference". Molecular Ecology. 17 (8): 1877–1880. Bibcode:2008MolEc..17.1877T. doi:10.1111/j.1365-294x.2008.03731.x. PMC 2746708. PMID 18346121.
Templeton, AR (2009). "Statistical hypothesis testing in intraspecific phylogeography: nested clade phylogeographical analysis vs. approximate Bayesian computation". Molecular Ecology. 18 (2): 319–331. Bibcode:2009MolEc..18..319T. doi:10.1111/j.1365-294x.2008.04026.x. PMC 2696056. PMID 19192182.
Berger, JO; Fienberg, SE; Raftery, AE; Robert, CP (2010). "Incoherent phylogeographic inference". Proceedings of the National Academy of Sciences of the United States of America. 107 (41): E157. Bibcode:2010PNAS..107E.157B. doi:10.1073/pnas.1008762107. PMC 2955098. PMID 20870964.
Sisson, SA; Fan, Y; Tanaka, MM (2007). "Sequential Monte Carlo without likelihoods". Proc Natl Acad Sci U S A. 104 (6): 1760–1765. Bibcode:2007PNAS..104.1760S. doi:10.1073/pnas.0607208104. PMC 1794282. PMID 17264216.
Leuenberger, C; Wegmann, D (2009). "Bayesian Computation and Model Selection Without Likelihoods". Genetics. 184 (1): 243–252. doi:10.1534/genetics.109.109058. PMC 2815920. PMID 19786619.
Nunes, MA; Balding, DJ (2010). "On optimal selection of summary statistics for approximate Bayesian computation". Stat Appl Genet Mol Biol. 9: Article 34. doi:10.2202/1544-6115.1576. PMID 20887273. S2CID 207319754.
Joyce, P; Marjoram, P (2008). "Approximately sufficient statistics and bayesian computation". Stat Appl Genet Mol Biol. 7 (1): Article 26. doi:10.2202/1544-6115.1389. PMID 18764775. S2CID 38232110.
Wegmann, D; Leuenberger, C; Excoffier, L (2009). "Efficient approximate Bayesian computation coupled with Markov chain Monte Carlo without likelihood". Genetics. 182 (4): 1207–1218. doi:10.1534/genetics.109.102509. PMC 2728860. PMID 19506307.
Marjoram, P; Molitor, J; Plagnol, V; Tavare, S (2003). "Markov chain Monte Carlo without likelihoods". Proc Natl Acad Sci U S A. 100 (26): 15324–15328. Bibcode:2003PNAS..10015324M. doi:10.1073/pnas.0306899100. PMC 307566. PMID 14663152.
Toni, T; Welch, D; Strelkowa, N; Ipsen, A; Stumpf, M (2007). "Approximate Bayesian computation scheme for parameter inference and model selection in dynamical systems". J R Soc Interface. 6 (31): 187–202. doi:10.1098/rsif.2008.0172. PMC 2658655. PMID 19205079.
Vehtari, A; Lampinen, J (2002). "Bayesian model assessment and comparison using cross-validation predictive densities". Neural Computation. 14 (10): 2439–2468. CiteSeerX 10.1.1.16.3206. doi:10.1162/08997660260293292. PMID 12396570. S2CID 366285.
Ratmann, O; Andrieu, C; Wiuf, C; Richardson, S (2009). "Model criticism based on likelihood-free inference, with an application to protein network evolution". Proceedings of the National Academy of Sciences of the United States of America. 106 (26): 10576–10581. Bibcode:2009PNAS..10610576R. doi:10.1073/pnas.0807882106. PMC 2695753. PMID 19525398.
Templeton, AR (2010). "Coherent and incoherent inference in phylogeography and human evolution". Proceedings of the National Academy of Sciences of the United States of America. 107 (14): 6376–6381. Bibcode:2010PNAS..107.6376T. doi:10.1073/pnas.0910647107. PMC 2851988. PMID 20308555.
Beaumont, MA; Nielsen, R; Robert, C; Hey, J; Gaggiotti, O; et al. (2010). "In defence of model-based inference in phylogeography". Molecular Ecology. 19 (3): 436–446. Bibcode:2010MolEc..19..436B. doi:10.1111/j.1365-294x.2009.04515.x. PMC 5743441. PMID 29284924.
Singer, AB; Taylor, JW; Barton, PI; Green, WH (2006). "Global dynamic optimization for parameter estimation in chemical kinetics". J Phys Chem A. 110 (3): 971–976. Bibcode:2006JPCA..110..971S. doi:10.1021/jp0548873. PMID 16419997.
Cornuet, J-M; Santos, F; Beaumont, M; et al. (2008). "Inferring population history with DIY ABC: a user-friendly approach to approximate Bayesian computation". Bioinformatics. 24 (23): 2713–2719. doi:10.1093/bioinformatics/btn514. PMC 2639274. PMID 18842597.
Liepe, J; Barnes, C; Cule, E; Erguler, K; Kirk, P; Toni, T; Stumpf, MP (2010). "ABC-SysBio—approximate Bayesian computation in Python with GPU support". Bioinformatics. 26 (14): 1797–1799. doi:10.1093/bioinformatics/btq278. PMC 2894518. PMID 20591907.
Wegmann, D; Leuenberger, C; Neuenschwander, S; Excoffier, L (2010). "ABCtoolbox: a versatile toolkit for approximate Bayesian computations". BMC Bioinformatics. 11: 116. doi:10.1186/1471-2105-11-116. PMC 2848233. PMID 20202215.
Hickerson, MJ; Stahl, E; Takebayashi, N (2007). "msBayes: Pipeline for testing comparative phylogeographic histories using hierarchical approximate Bayesian computation". BMC Bioinformatics. 8 (268): 1471–2105. doi:10.1186/1471-2105-8-268. PMC 1949838. PMID 17655753.
Lopes, JS; Balding, D; Beaumont, MA (2009). "PopABC: a program to infer historical demographic parameters". Bioinformatics. 25 (20): 2747–2749. doi:10.1093/bioinformatics/btp487. PMID 19679678.
Tallmon, DA; Koyuk, A; Luikart, G; Beaumont, MA (2008). "COMPUTER PROGRAMS: onesamp: a program to estimate effective population size using approximate Bayesian computation". Molecular Ecology Resources. 8 (2): 299–301. doi:10.1111/j.1471-8286.2007.01997.x. PMID 21585773. S2CID 9848290.
Foll, M; Baumont, MA; Gaggiotti, OE (2008). "An Approximate Bayesian Computation approach to overcome biases that arise when using AFLP markers to study population structure". Genetics. 179 (2): 927–939. doi:10.1534/genetics.107.084541. PMC 2429886. PMID 18505879.
Bray, TC; Sousa, VC; Parreira, B; Bruford, MW; Chikhi, L (2010). "2BAD: an application to estimate the parental contributions during two independent admisture events". Molecular Ecology Resources. 10 (3): 538–541. doi:10.1111/j.1755-0998.2009.02766.x. hdl:10400.7/205. PMID 21565053. S2CID 6528668.

ncbi.nlm.nih.gov

Tavaré, S; Balding, DJ; Griffiths, RC; Donnelly, P (1997). "Inferring Coalescence Times from DNA Sequence Data". Genetics. 145 (2): 505–518. doi:10.1093/genetics/145.2.505. PMC 1207814. PMID 9071603.
Beaumont, MA; Zhang, W; Balding, DJ (2002). "Approximate Bayesian Computation in Population Genetics". Genetics. 162 (4): 2025–2035. doi:10.1093/genetics/162.4.2025. PMC 1462356. PMID 12524368.
Sisson, S. A.; Fan, Y.; Tanaka, Mark M. (2007-02-06). "Sequential Monte Carlo without likelihoods". Proceedings of the National Academy of Sciences. 104 (6): 1760–1765. Bibcode:2007PNAS..104.1760S. doi:10.1073/pnas.0607208104. ISSN 0027-8424. PMC 1794282. PMID 17264216.
Lai, K; Robertson, MJ; Schaffer, DV (2004). "The sonic hedgehog signaling system as a bistable genetic switch". Biophys. J. 86 (5): 2748–2757. Bibcode:2004BpJ....86.2748L. doi:10.1016/s0006-3495(04)74328-3. PMC 1304145. PMID 15111393.
Templeton, AR (2009). "Why does a method that fails continue to be used? The answer". Evolution. 63 (4): 807–812. doi:10.1111/j.1558-5646.2008.00600.x. PMC 2693665. PMID 19335340.
Robert, CP; Cornuet, J-M; Marin, J-M; Pillai, NS (2011). "Lack of confidence in approximate Bayesian computation model choice". Proc Natl Acad Sci U S A. 108 (37): 15112–15117. Bibcode:2011PNAS..10815112R. doi:10.1073/pnas.1102900108. PMC 3174657. PMID 21876135.
Templeton, AR (2008). "Nested clade analysis: an extensively validated method for strong phylogeographic inference". Molecular Ecology. 17 (8): 1877–1880. Bibcode:2008MolEc..17.1877T. doi:10.1111/j.1365-294x.2008.03731.x. PMC 2746708. PMID 18346121.
Templeton, AR (2009). "Statistical hypothesis testing in intraspecific phylogeography: nested clade phylogeographical analysis vs. approximate Bayesian computation". Molecular Ecology. 18 (2): 319–331. Bibcode:2009MolEc..18..319T. doi:10.1111/j.1365-294x.2008.04026.x. PMC 2696056. PMID 19192182.
Berger, JO; Fienberg, SE; Raftery, AE; Robert, CP (2010). "Incoherent phylogeographic inference". Proceedings of the National Academy of Sciences of the United States of America. 107 (41): E157. Bibcode:2010PNAS..107E.157B. doi:10.1073/pnas.1008762107. PMC 2955098. PMID 20870964.
Sisson, SA; Fan, Y; Tanaka, MM (2007). "Sequential Monte Carlo without likelihoods". Proc Natl Acad Sci U S A. 104 (6): 1760–1765. Bibcode:2007PNAS..104.1760S. doi:10.1073/pnas.0607208104. PMC 1794282. PMID 17264216.
Leuenberger, C; Wegmann, D (2009). "Bayesian Computation and Model Selection Without Likelihoods". Genetics. 184 (1): 243–252. doi:10.1534/genetics.109.109058. PMC 2815920. PMID 19786619.
Wegmann, D; Leuenberger, C; Excoffier, L (2009). "Efficient approximate Bayesian computation coupled with Markov chain Monte Carlo without likelihood". Genetics. 182 (4): 1207–1218. doi:10.1534/genetics.109.102509. PMC 2728860. PMID 19506307.
Marjoram, P; Molitor, J; Plagnol, V; Tavare, S (2003). "Markov chain Monte Carlo without likelihoods". Proc Natl Acad Sci U S A. 100 (26): 15324–15328. Bibcode:2003PNAS..10015324M. doi:10.1073/pnas.0306899100. PMC 307566. PMID 14663152.
Toni, T; Welch, D; Strelkowa, N; Ipsen, A; Stumpf, M (2007). "Approximate Bayesian computation scheme for parameter inference and model selection in dynamical systems". J R Soc Interface. 6 (31): 187–202. doi:10.1098/rsif.2008.0172. PMC 2658655. PMID 19205079.
Ratmann, O; Andrieu, C; Wiuf, C; Richardson, S (2009). "Model criticism based on likelihood-free inference, with an application to protein network evolution". Proceedings of the National Academy of Sciences of the United States of America. 106 (26): 10576–10581. Bibcode:2009PNAS..10610576R. doi:10.1073/pnas.0807882106. PMC 2695753. PMID 19525398.
Templeton, AR (2010). "Coherent and incoherent inference in phylogeography and human evolution". Proceedings of the National Academy of Sciences of the United States of America. 107 (14): 6376–6381. Bibcode:2010PNAS..107.6376T. doi:10.1073/pnas.0910647107. PMC 2851988. PMID 20308555.
Beaumont, MA; Nielsen, R; Robert, C; Hey, J; Gaggiotti, O; et al. (2010). "In defence of model-based inference in phylogeography". Molecular Ecology. 19 (3): 436–446. Bibcode:2010MolEc..19..436B. doi:10.1111/j.1365-294x.2009.04515.x. PMC 5743441. PMID 29284924.
Cornuet, J-M; Santos, F; Beaumont, M; et al. (2008). "Inferring population history with DIY ABC: a user-friendly approach to approximate Bayesian computation". Bioinformatics. 24 (23): 2713–2719. doi:10.1093/bioinformatics/btn514. PMC 2639274. PMID 18842597.
Liepe, J; Barnes, C; Cule, E; Erguler, K; Kirk, P; Toni, T; Stumpf, MP (2010). "ABC-SysBio—approximate Bayesian computation in Python with GPU support". Bioinformatics. 26 (14): 1797–1799. doi:10.1093/bioinformatics/btq278. PMC 2894518. PMID 20591907.
Wegmann, D; Leuenberger, C; Neuenschwander, S; Excoffier, L (2010). "ABCtoolbox: a versatile toolkit for approximate Bayesian computations". BMC Bioinformatics. 11: 116. doi:10.1186/1471-2105-11-116. PMC 2848233. PMID 20202215.
Hickerson, MJ; Stahl, E; Takebayashi, N (2007). "msBayes: Pipeline for testing comparative phylogeographic histories using hierarchical approximate Bayesian computation". BMC Bioinformatics. 8 (268): 1471–2105. doi:10.1186/1471-2105-8-268. PMC 1949838. PMID 17655753.
Foll, M; Baumont, MA; Gaggiotti, OE (2008). "An Approximate Bayesian Computation approach to overcome biases that arise when using AFLP markers to study population structure". Genetics. 179 (2): 927–939. doi:10.1534/genetics.107.084541. PMC 2429886. PMID 18505879.

psu.edu

citeseerx.ist.psu.edu

Vehtari, A; Lampinen, J (2002). "Bayesian model assessment and comparison using cross-validation predictive densities". Neural Computation. 14 (10): 2439–2468. CiteSeerX 10.1.1.16.3206. doi:10.1162/08997660260293292. PMID 12396570. S2CID 366285.
Feng, X; Buell, DA; Rose, JR; Waddellb, PJ (2003). "Parallel Algorithms for Bayesian Phylogenetic Inference". Journal of Parallel and Distributed Computing. 63 (7–8): 707–718. CiteSeerX 10.1.1.109.7764. doi:10.1016/s0743-7315(03)00079-0.
Fearnhead, P; Prangle, D (2012). "Constructing summary statistics for approximate Bayesian computation: semi-automatic approximate Bayesian computation". Journal of the Royal Statistical Society, Series B. 74 (3): 419–474. CiteSeerX 10.1.1.760.7753. doi:10.1111/j.1467-9868.2011.01010.x. S2CID 53861241.
Gerstner, T; Griebel, M (2003). "Dimension-Adaptive Tensor-Product Quadrature". Computing. 71: 65–87. CiteSeerX 10.1.1.16.2434. doi:10.1007/s00607-003-0015-5. S2CID 16184111.

r-project.org

cran.r-project.org

Csillery, K; Francois, O; Blum, MGB (2012-02-21). "Approximate Bayesian Computation (ABC) in R: A Vignette" (PDF). Retrieved 10 May 2013.
Jabot, F; Faure, T; Dumoulin, N (2013-06-03). "EasyABC: a vignette" (PDF). Archived from the original (PDF) on 2016-08-18. Retrieved 2016-07-19.

risk.net

Hunter, Dawn (2006-12-08). "Bayesian inference, Monte Carlo sampling and operational risk". Journal of Operational Risk. 1 (3): 27–50. doi:10.21314/jop.2006.014.

sciencedirect.com

Peters, G. W.; Sisson, S. A.; Fan, Y. (2012-11-01). "Likelihood-free Bayesian inference for α-stable models". Computational Statistics & Data Analysis. 1st issue of the Annals of Computational and Financial Econometrics. 56 (11): 3743–3756. doi:10.1016/j.csda.2010.10.004. ISSN 0167-9473.
Peters, Gareth W.; Wüthrich, Mario V.; Shevchenko, Pavel V. (2010-08-01). "Chain ladder method: Bayesian bootstrap versus classical bootstrap". Insurance: Mathematics and Economics. 47 (1): 36–51. arXiv:1004.2548. doi:10.1016/j.insmatheco.2010.03.007. ISSN 0167-6687.

semanticscholar.org

api.semanticscholar.org

Bharti, A; Briol, F.-X.; Pedersen, T (2021). "A General Method for Calibrating Stochastic Radio Channel Models with Kernels". IEEE Transactions on Antennas and Propagation. 70 (6): 3986–4001. arXiv:2012.09612. doi:10.1109/TAP.2021.3083761. S2CID 233880538.
see figure 5 in Stigler, Stephen M. (2010). "Darwin, Galton and the Statistical Enlightenment". Journal of the Royal Statistical Society. Series A (Statistics in Society). 173 (3): 469–482. doi:10.1111/j.1467-985X.2010.00643.x. ISSN 0964-1998. S2CID 53333238.
Bertorelle, G; Benazzo, A; Mona, S (2010). "ABC as a flexible framework to estimate demography over space and time: some cons, many pros". Molecular Ecology. 19 (13): 2609–2625. Bibcode:2010MolEc..19.2609B. doi:10.1111/j.1365-294x.2010.04690.x. PMID 20561199. S2CID 12129604.
Csilléry, K; Blum, MGB; Gaggiotti, OE; François, O (2010). "Approximate Bayesian Computation (ABC) in practice". Trends in Ecology & Evolution. 25 (7): 410–418. doi:10.1016/j.tree.2010.04.001. PMID 20488578. S2CID 13957079.
Marin, JM; Pudlo, P; Robert, CP; Ryder, RJ (2012). "Approximate Bayesian computational methods". Statistics and Computing. 22 (6): 1167–1180. arXiv:1101.0955. doi:10.1007/s11222-011-9288-2. S2CID 40304979.
Blum, M; Francois, O (2010). "Non-linear regression models for approximate Bayesian computation". Stat Comp. 20: 63–73. arXiv:0809.4178. doi:10.1007/s11222-009-9116-0. S2CID 2403203.
Nunes, MA; Balding, DJ (2010). "On optimal selection of summary statistics for approximate Bayesian computation". Stat Appl Genet Mol Biol. 9: Article 34. doi:10.2202/1544-6115.1576. PMID 20887273. S2CID 207319754.
Joyce, P; Marjoram, P (2008). "Approximately sufficient statistics and bayesian computation". Stat Appl Genet Mol Biol. 7 (1): Article 26. doi:10.2202/1544-6115.1389. PMID 18764775. S2CID 38232110.
Arlot, S; Celisse, A (2010). "A survey of cross-validation procedures for model selection". Statistics Surveys. 4: 40–79. arXiv:0907.4728. doi:10.1214/09-ss054. S2CID 14332192.
Vehtari, A; Lampinen, J (2002). "Bayesian model assessment and comparison using cross-validation predictive densities". Neural Computation. 14 (10): 2439–2468. CiteSeerX 10.1.1.16.3206. doi:10.1162/08997660260293292. PMID 12396570. S2CID 366285.
Francois, O; Laval, G (2011). "Deviance Information Criteria for Model Selection in Approximate Bayesian Computation". Stat Appl Genet Mol Biol. 10: Article 33. arXiv:1105.0269. Bibcode:2011arXiv1105.0269F. doi:10.2202/1544-6115.1678. S2CID 11143942.
Beaumont, MA; Cornuet, J-M; Marin, J-M; Robert, CP (2009). "Adaptive approximate Bayesian computation". Biometrika. 96 (4): 983–990. arXiv:0805.2256. doi:10.1093/biomet/asp052. S2CID 16579245.
Fearnhead, P; Prangle, D (2012). "Constructing summary statistics for approximate Bayesian computation: semi-automatic approximate Bayesian computation". Journal of the Royal Statistical Society, Series B. 74 (3): 419–474. CiteSeerX 10.1.1.760.7753. doi:10.1111/j.1467-9868.2011.01010.x. S2CID 53861241.
Gerstner, T; Griebel, M (2003). "Dimension-Adaptive Tensor-Product Quadrature". Computing. 71: 65–87. CiteSeerX 10.1.1.16.2434. doi:10.1007/s00607-003-0015-5. S2CID 16184111.
Cardenas, IC (2019). "On the use of Bayesian networks as a meta-modeling approach to analyse uncertainties in slope stability analysis". Georisk: Assessment and Management of Risk for Engineered Systems and Geohazards. 13 (1): 53–65. Bibcode:2019GAMRE..13...53C. doi:10.1080/17499518.2018.1498524. S2CID 216590427.
Csilléry, K; François, O; Blum, MGB (2012). "abc: an R package for approximate Bayesian computation (ABC)". Methods in Ecology and Evolution. 3 (3): 475–479. arXiv:1106.2793. Bibcode:2012MEcEv...3..475C. doi:10.1111/j.2041-210x.2011.00179.x. S2CID 16679366.
Tallmon, DA; Koyuk, A; Luikart, G; Beaumont, MA (2008). "COMPUTER PROGRAMS: onesamp: a program to estimate effective population size using approximate Bayesian computation". Molecular Ecology Resources. 8 (2): 299–301. doi:10.1111/j.1471-8286.2007.01997.x. PMID 21585773. S2CID 9848290.
Bray, TC; Sousa, VC; Parreira, B; Bruford, MW; Chikhi, L (2010). "2BAD: an application to estimate the parental contributions during two independent admisture events". Molecular Ecology Resources. 10 (3): 538–541. doi:10.1111/j.1755-0998.2009.02766.x. hdl:10400.7/205. PMID 21565053. S2CID 6528668.
Dutta, R; Schoengens, M; Pacchiardi, L; Ummadisingu, A; Widmer, N; Onnela, J. P.; Mira, A (2021). "ABCpy: A High-Performance Computing Perspective to Approximate Bayesian Computation". Journal of Statistical Software. 100 (7). arXiv:1711.04694. doi:10.18637/jss.v100.i07. S2CID 88516340.

ssrn.com

Peters, Gareth (2009). "Advances in Approximate Bayesian Computation and Trans-Dimensional Sampling Methodology". SSRN Electronic Journal. doi:10.2139/ssrn.3785580. hdl:1959.4/50086. ISSN 1556-5068.
Del Moral, Pierre; Doucet, Arnaud; Peters, Gareth (2004). "Sequential Monte Carlo Samplers CUED Technical Report". SSRN Electronic Journal. doi:10.2139/ssrn.3841065. ISSN 1556-5068.
Peters, Gareth (2005). "Topics in Sequential Monte Carlo Samplers". SSRN Electronic Journal. doi:10.2139/ssrn.3785582. ISSN 1556-5068.

web.archive.org

Jabot, F; Faure, T; Dumoulin, N (2013-06-03). "EasyABC: a vignette" (PDF). Archived from the original (PDF) on 2016-08-18. Retrieved 2016-07-19.

worldcat.org

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see figure 5 in Stigler, Stephen M. (2010). "Darwin, Galton and the Statistical Enlightenment". Journal of the Royal Statistical Society. Series A (Statistics in Society). 173 (3): 469–482. doi:10.1111/j.1467-985X.2010.00643.x. ISSN 0964-1998. S2CID 53333238.
Peters, Gareth (2009). "Advances in Approximate Bayesian Computation and Trans-Dimensional Sampling Methodology". SSRN Electronic Journal. doi:10.2139/ssrn.3785580. hdl:1959.4/50086. ISSN 1556-5068.
Del Moral, Pierre; Doucet, Arnaud; Jasra, Ajay (2006). "Sequential Monte Carlo Samplers". Journal of the Royal Statistical Society. Series B (Statistical Methodology). 68 (3): 411–436. arXiv:cond-mat/0212648. doi:10.1111/j.1467-9868.2006.00553.x. ISSN 1369-7412. JSTOR 3879283.
Del Moral, Pierre; Doucet, Arnaud; Peters, Gareth (2004). "Sequential Monte Carlo Samplers CUED Technical Report". SSRN Electronic Journal. doi:10.2139/ssrn.3841065. ISSN 1556-5068.
Peters, Gareth (2005). "Topics in Sequential Monte Carlo Samplers". SSRN Electronic Journal. doi:10.2139/ssrn.3785582. ISSN 1556-5068.
Sisson, S. A.; Fan, Y.; Tanaka, Mark M. (2007-02-06). "Sequential Monte Carlo without likelihoods". Proceedings of the National Academy of Sciences. 104 (6): 1760–1765. Bibcode:2007PNAS..104.1760S. doi:10.1073/pnas.0607208104. ISSN 0027-8424. PMC 1794282. PMID 17264216.
Peters, G. W.; Sisson, S. A.; Fan, Y. (2012-11-01). "Likelihood-free Bayesian inference for α-stable models". Computational Statistics & Data Analysis. 1st issue of the Annals of Computational and Financial Econometrics. 56 (11): 3743–3756. doi:10.1016/j.csda.2010.10.004. ISSN 0167-9473.
Peters, Gareth W.; Wüthrich, Mario V.; Shevchenko, Pavel V. (2010-08-01). "Chain ladder method: Bayesian bootstrap versus classical bootstrap". Insurance: Mathematics and Economics. 47 (1): 36–51. arXiv:1004.2548. doi:10.1016/j.insmatheco.2010.03.007. ISSN 0167-6687.
Peters, Gareth William; Wuthrich, Mario V.; Shevchenko, Pavel V. (2009). "Chain Ladder Method: Bayesian Bootstrap Versus Classical Bootstrap". SSRN Electronic Journal. arXiv:1004.2548. doi:10.2139/ssrn.2980411. ISSN 1556-5068.