Picchini, Umberto; Simola, Umberto; Corander, Jukka Sequentially guided MCMC proposals for synthetic likelihoods and correlated synthetic likelihoods. (English) Zbl 07810211 Bayesian Anal. 18, No. 4, 1099-1129 (2023). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
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 × Cite Format Result Cite Review PDF Full Text: DOI arXiv OA License
Järvenpää, Marko; Corander, Jukka On predictive inference for intractable models via approximate Bayesian computation. (English) Zbl 1516.62016 Stat. Comput. 33, No. 2, Paper No. 42, 20 p. (2023). MSC: 62-08 × Cite Format Result Cite Review PDF Full Text: DOI arXiv OA License
McCullough, Kristin; Dmitrieva, Tatiana; Ebrahimi, Nader New approximate Bayesian computation algorithm for censored data. (English) Zbl 1505.62283 Comput. Stat. 37, No. 3, 1369-1397 (2022). MSC: 62-08 62F15 62N02 62N03 × Cite Format Result Cite Review PDF Full Text: DOI
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 × Cite Format Result Cite Review PDF Full Text: DOI arXiv OA License
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 × Cite Format Result Cite Review PDF Full Text: DOI arXiv