Pesonen, Henri; Simola, Umberto; Köhn-Luque, Alvaro; Vuollekoski, Henri; Lai, Xiaoran; Frigessi, Arnoldo; Kaski, Samuel; Frazier, David T.; Maneesoonthorn, Worapree; Martin, Gael M.; Corander, Jukka ABC of the future. (English) Zbl 07779067 Int. Stat. Rev. 91, No. 2, 243-268 (2023). MSC: 62Fxx 62-XX 62Pxx PDFBibTeX XMLCite \textit{H. Pesonen} et al., Int. Stat. Rev. 91, No. 2, 243--268 (2023; Zbl 07779067) Full Text: DOI arXiv OA License
Mondal, Anirban; Yin, Kai; Mandal, Abhijit A two-stage adaptive Metropolis algorithm. (English) Zbl 07739596 J. Stat. Comput. Simulation 93, No. 7, 1130-1150 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{A. Mondal} et al., J. Stat. Comput. Simulation 93, No. 7, 1130--1150 (2023; Zbl 07739596) Full Text: DOI arXiv
Pacchiardi, Lorenzo; Dutta, Ritabrata Score matched neural exponential families for likelihood-free inference. (English) Zbl 07625191 J. Mach. Learn. Res. 23, Paper No. 38, 71 p. (2022). MSC: 68T05 PDFBibTeX XMLCite \textit{L. Pacchiardi} and \textit{R. Dutta}, J. Mach. Learn. Res. 23, Paper No. 38, 71 p. (2022; Zbl 07625191) Full Text: arXiv Link
González, Miguel; Minuesa, Carmen; del Puerto, Inés Approximate Bayesian computation approach on the maximal offspring and parameters in controlled branching processes. (English) Zbl 1498.60342 Rev. R. Acad. Cienc. Exactas Fís. Nat., Ser. A Mat., RACSAM 116, No. 4, Paper No. 147, 23 p. (2022). MSC: 60J80 62F15 92D25 PDFBibTeX XMLCite \textit{M. González} et al., Rev. R. Acad. Cienc. Exactas Fís. Nat., Ser. A Mat., RACSAM 116, No. 4, Paper No. 147, 23 p. (2022; Zbl 1498.60342) Full Text: DOI
Bi, Jiefeng; Shen, Weining; Zhu, Weixuan Random forest adjustment for approximate Bayesian computation. (English) Zbl 07546460 J. Comput. Graph. Stat. 31, No. 1, 64-73 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{J. Bi} et al., J. Comput. Graph. Stat. 31, No. 1, 64--73 (2022; Zbl 07546460) Full Text: DOI
Lewis, John R.; MacEachern, Steven N.; Lee, Yoonkyung [Ruggeri, Fabrizio; Drovandi, Christopher; Nott, David J.; Frazier, David T.; Lavine, Michael; Jong-Min Kim; Ghosh, Malay; Ghosh, Debashis; Gugushvili, Shota; Peeters, Carel F. W.; Jewson, Jack; Rossell, David; Hazra, Arnab; Chowdhury, Kali] Bayesian restricted likelihood methods: conditioning on insufficient statistics in Bayesian regression (with discussion). (English) Zbl 07808156 Bayesian Anal. 16, No. 4, 1393-1462 (2021). MSC: 62-XX PDFBibTeX XMLCite \textit{J. R. Lewis} et al., Bayesian Anal. 16, No. 4, 1393--1462 (2021; Zbl 07808156) Full Text: DOI arXiv Link
Simola, Umberto; Cisewski-Kehe, Jessi; Wolpert, Robert L. Approximate Bayesian computation for finite mixture models. (English) Zbl 07493314 J. Stat. Comput. Simulation 91, No. 6, 1155-1174 (2021). MSC: 62-XX PDFBibTeX XMLCite \textit{U. Simola} et al., J. Stat. Comput. Simulation 91, No. 6, 1155--1174 (2021; Zbl 07493314) Full Text: DOI arXiv
Mao, Yinan; Wang, Xueou; Nott, David J.; Evans, Michael Detecting conflicting summary statistics in likelihood-free inference. (English) Zbl 1475.62049 Stat. Comput. 31, No. 6, Paper No. 78, 20 p. (2021). MSC: 62-08 PDFBibTeX XMLCite \textit{Y. Mao} et al., Stat. Comput. 31, No. 6, Paper No. 78, 20 p. (2021; Zbl 1475.62049) Full Text: DOI arXiv
Simola, Umberto; Cisewski-Kehe, Jessi; Gutmann, Michael U.; Corander, Jukka Adaptive approximate Bayesian computation tolerance selection. (English) Zbl 1480.62165 Bayesian Anal. 16, No. 2, 397-423 (2021). MSC: 62L12 62F15 65C05 PDFBibTeX XMLCite \textit{U. Simola} et al., Bayesian Anal. 16, No. 2, 397--423 (2021; Zbl 1480.62165) Full Text: DOI arXiv
Sirén, Jukka; Kaski, Samuel Local dimension reduction of summary statistics for likelihood-free inference. (English) Zbl 1436.62099 Stat. Comput. 30, No. 3, 559-570 (2020). MSC: 62F15 62J05 PDFBibTeX XMLCite \textit{J. Sirén} and \textit{S. Kaski}, Stat. Comput. 30, No. 3, 559--570 (2020; Zbl 1436.62099) Full Text: DOI arXiv
Martin, Gael M.; McCabe, Brendan P. M.; Frazier, David T.; Maneesoonthorn, Worapree; Robert, Christian P. Auxiliary likelihood-based approximate Bayesian computation in state space models. (English) Zbl 07499073 J. Comput. Graph. Stat. 28, No. 3, 508-522 (2019). MSC: 62-XX PDFBibTeX XMLCite \textit{G. M. Martin} et al., J. Comput. Graph. Stat. 28, No. 3, 508--522 (2019; Zbl 07499073) Full Text: DOI Link
Ke, Yuqin; Tian, Tianhai Approximate Bayesian computational methods for the inference of unknown parameters. (English) Zbl 1419.65004 Wood, David R. (ed.) et al., 2017 MATRIX annals. Cham: Springer. MATRIX Book Ser. 2, 515-529 (2019). MSC: 65C60 62F15 PDFBibTeX XMLCite \textit{Y. Ke} and \textit{T. Tian}, MATRIX Book Ser. 2, 515--529 (2019; Zbl 1419.65004) Full Text: DOI
Vo, Brenda N.; Drovandi, Christopher C.; Pettitt, Anthony N. Bayesian parametric bootstrap for models with intractable likelihoods. (English) Zbl 1409.62066 Bayesian Anal. 14, No. 1, 211-234 (2019). MSC: 62F15 62F40 62P10 PDFBibTeX XMLCite \textit{B. N. Vo} et al., Bayesian Anal. 14, No. 1, 211--234 (2019; Zbl 1409.62066) Full Text: DOI Euclid
Bee, M.; Trapin, L. A characteristic function-based approach to approximate maximum likelihood estimation. (English) Zbl 1508.62061 Commun. Stat., Theory Methods 47, No. 13, 3138-3160 (2018). MSC: 62F10 62F99 PDFBibTeX XMLCite \textit{M. Bee} and \textit{L. Trapin}, Commun. Stat., Theory Methods 47, No. 13, 3138--3160 (2018; Zbl 1508.62061) Full Text: DOI
McKinley, Trevelyan J.; Vernon, Ian; Andrianakis, Ioannis; McCreesh, Nicky; Oakley, Jeremy E.; Nsubuga, Rebecca N.; Goldstein, Michael; White, Richard G. Approximate Bayesian computation and simulation-based inference for complex stochastic epidemic models. (English) Zbl 1407.62406 Stat. Sci. 33, No. 1, 4-18 (2018). MSC: 62P10 62F15 92C60 PDFBibTeX XMLCite \textit{T. J. McKinley} et al., Stat. Sci. 33, No. 1, 4--18 (2018; Zbl 1407.62406) Full Text: DOI Euclid
Karabatsos, George; Leisen, Fabrizio An approximate likelihood perspective on ABC methods. (English) Zbl 1391.60003 Stat. Surv. 12, 66-104 (2018). MSC: 60-08 62F15 62G05 PDFBibTeX XMLCite \textit{G. Karabatsos} and \textit{F. Leisen}, Stat. Surv. 12, 66--104 (2018; Zbl 1391.60003) Full Text: DOI arXiv Euclid
Faisal, Muhammad; Futschik, Andreas; Hussain, Ijaz; Moemen, Mitwali Abd-El. Choosing summary statistics by least angle regression for approximate Bayesian computation. (English) Zbl 1514.62551 J. Appl. Stat. 43, No. 12, 2191-2202 (2016). MSC: 62-XX PDFBibTeX XMLCite \textit{M. Faisal} et al., J. Appl. Stat. 43, No. 12, 2191--2202 (2016; Zbl 1514.62551) Full Text: DOI Link
Golchi, Shirin; Campbell, David A. Sequentially constrained Monte Carlo. (English) Zbl 1468.62065 Comput. Stat. Data Anal. 97, 98-113 (2016). MSC: 62-08 62F15 65C05 62P10 PDFBibTeX XMLCite \textit{S. Golchi} and \textit{D. A. Campbell}, Comput. Stat. Data Anal. 97, 98--113 (2016; Zbl 1468.62065) Full Text: DOI arXiv
Creel, Michael; Kristensen, Dennis On selection of statistics for approximate Bayesian computing (or the method of simulated moments). (English) Zbl 1466.62049 Comput. Stat. Data Anal. 100, 99-114 (2016). MSC: 62-08 62P05 PDFBibTeX XMLCite \textit{M. Creel} and \textit{D. Kristensen}, Comput. Stat. Data Anal. 100, 99--114 (2016; Zbl 1466.62049) Full Text: DOI Link
Robert, Christian P. Approximate Bayesian computation: a survey on recent results. (English) Zbl 1356.65031 Cools, Ronald (ed.) et al., Monte Carlo and quasi-Monte Carlo methods. MCQMC. Proceedings of the 11th international conference on ‘Monte Carlo and quasi-Monte Carlo methods in scientific computing’, Leuven, Belgium, April 6–11, 2014. Cham: Springer (ISBN 978-3-319-33505-6/hbk; 978-3-319-33507-0/ebook). Springer Proceedings in Mathematics & Statistics 163, 185-205 (2016). MSC: 65C60 45C05 62G99 PDFBibTeX XMLCite \textit{C. P. Robert}, Springer Proc. Math. Stat. 163, 185--205 (2016; Zbl 1356.65031) Full Text: DOI
Andrade, Plinio; Rifo, Laura; Torres, Soledad; Torres-Avilés, Francisco Bayesian inference on the memory parameter for gamma-modulated regression models. (English) Zbl 1343.62049 Entropy 17, No. 10, 6576-6597 (2015). MSC: 62M09 62F15 60G51 PDFBibTeX XMLCite \textit{P. Andrade} et al., Entropy 17, No. 10, 6576--6597 (2015; Zbl 1343.62049) Full Text: DOI
Buzbas, Erkan O.; Rosenberg, Noah A. AABC: approximate approximate Bayesian computation for inference in population-genetic models. (English) Zbl 1331.92011 Theor. Popul. Biol. 99, 31-42 (2015). MSC: 92B15 92-04 92D10 62F15 PDFBibTeX XMLCite \textit{E. O. Buzbas} and \textit{N. A. Rosenberg}, Theor. Popul. Biol. 99, 31--42 (2015; Zbl 1331.92011) Full Text: DOI arXiv Link
Yatracos, Yannis G. Balancing scores for simultaneous comparisons of multiple treatments. (English) Zbl 1357.62265 Stat. Probab. Lett. 107, 178-182 (2015). MSC: 62J99 62P10 PDFBibTeX XMLCite \textit{Y. G. Yatracos}, Stat. Probab. Lett. 107, 178--182 (2015; Zbl 1357.62265) Full Text: DOI
Soubeyrand, Samuel; Haon-Lasportes, Emilie Weak convergence of posteriors conditional on maximum pseudo-likelihood estimates and implications in ABC. (English) Zbl 1330.62104 Stat. Probab. Lett. 107, 84-92 (2015). MSC: 62F12 62F15 65C60 PDFBibTeX XMLCite \textit{S. Soubeyrand} and \textit{E. Haon-Lasportes}, Stat. Probab. Lett. 107, 84--92 (2015; Zbl 1330.62104) Full Text: DOI
Biau, Gérard; Cérou, Frédéric; Guyader, Arnaud New insights into approximate Bayesian computation. (English. French summary) Zbl 1307.62012 Ann. Inst. Henri Poincaré, Probab. Stat. 51, No. 1, 376-403 (2015). MSC: 62C10 62F15 62G20 PDFBibTeX XMLCite \textit{G. Biau} et al., Ann. Inst. Henri Poincaré, Probab. Stat. 51, No. 1, 376--403 (2015; Zbl 1307.62012) Full Text: DOI arXiv Euclid
Zhao, Junsong; Siegmund, Kimberly D.; Shibata, Darryl; Marjoram, Paul Ancestral inference in tumors: how much can we know? (English) Zbl 1412.92165 J. Theor. Biol. 359, 136-145 (2014). MSC: 92C50 62P10 PDFBibTeX XMLCite \textit{J. Zhao} et al., J. Theor. Biol. 359, 136--145 (2014; Zbl 1412.92165) Full Text: DOI Link
Prangle, Dennis; Fearnhead, Paul; Cox, Murray P.; Biggs, Patrick J.; French, Nigel P. Semi-automatic selection of summary statistics for ABC model choice. (English) Zbl 1296.92065 Stat. Appl. Genet. Mol. Biol. 13, No. 1, 67-82 (2014). MSC: 92B15 PDFBibTeX XMLCite \textit{D. Prangle} et al., Stat. Appl. Genet. Mol. Biol. 13, No. 1, 67--82 (2014; Zbl 1296.92065) Full Text: DOI arXiv
Blum, M. G. B.; Nunes, M. A.; Prangle, D.; Sisson, S. A. A comparative review of dimension reduction methods in approximate Bayesian computation. (English) Zbl 1331.62123 Stat. Sci. 28, No. 2, 189-208 (2013). MSC: 62F15 62J07 65C60 62Pxx PDFBibTeX XMLCite \textit{M. G. B. Blum} et al., Stat. Sci. 28, No. 2, 189--208 (2013; Zbl 1331.62123) Full Text: DOI arXiv Euclid
Lenormand, Maxime; Jabot, Franck; Deffuant, Guillaume Adaptive approximate Bayesian computation for complex models. (English) Zbl 1306.65088 Comput. Stat. 28, No. 6, 2777-2796 (2013). MSC: 62-08 PDFBibTeX XMLCite \textit{M. Lenormand} et al., Comput. Stat. 28, No. 6, 2777--2796 (2013; Zbl 1306.65088) Full Text: DOI arXiv
Barnes, Chris P.; Filippi, Sarah; Stumpf, Michael P. H. Considerate approaches to constructing summary statistics for ABC model selection. (English) Zbl 1252.62002 Stat. Comput. 22, No. 6, 1181-1197 (2012). MSC: 62B10 62F15 65C60 PDFBibTeX XMLCite \textit{C. P. Barnes} et al., Stat. Comput. 22, No. 6, 1181--1197 (2012; Zbl 1252.62002) Full Text: DOI arXiv Link
Marin, Jean-Michel; Pudlo, Pierre; Robert, Christian P.; Ryder, Robin J. Approximate Bayesian computational methods. (English) Zbl 1252.62022 Stat. Comput. 22, No. 6, 1167-1180 (2012). MSC: 62F15 65C60 PDFBibTeX XMLCite \textit{J.-M. Marin} et al., Stat. Comput. 22, No. 6, 1167--1180 (2012; Zbl 1252.62022) Full Text: DOI arXiv
Blum, Michael G. B. Choosing the summary statistics and the acceptance rate in approximate Bayesian computation. (English) Zbl 1436.62091 Lechevallier, Yves (ed.) et al., Proceedings of COMPSTAT’2010. 19th international conference on computational statistics, Paris, France, August 22–27, 2010. Keynote, invited and contributed papers. Heidelberg: Physica Verlag. 47-56 (2010). MSC: 62F15 62-08 PDFBibTeX XMLCite \textit{M. G. B. Blum}, in: Proceedings of COMPSTAT'2010. 19th international conference on computational statistics, Paris, France, August 22--27, 2010. Keynote, invited and contributed papers. Heidelberg: Physica Verlag. 47--56 (2010; Zbl 1436.62091) Full Text: DOI
Grelaud, Aude; Robert, Christian P.; Marin, Jean-Michel ABC methods for model choice in Gibbs random fields. (English. Abridged French version) Zbl 1162.62415 C. R., Math., Acad. Sci. Paris 347, No. 3-4, 205-210 (2009). MSC: 62M40 62F15 62B05 65C60 PDFBibTeX XMLCite \textit{A. Grelaud} et al., C. R., Math., Acad. Sci. Paris 347, No. 3--4, 205--210 (2009; Zbl 1162.62415) Full Text: DOI