Heaton, Matthew J.; Dahl, Benjamin K.; Dayley, Caleb; Warr, Richard L.; White, Philip Integrating machine learning and Bayesian nonparametrics for flexible modeling of point pattern data. (English) Zbl 07863987 Comput. Stat. Data Anal. 191, Article ID 107875, 11 p. (2024). MSC: 62-08 × Cite Format Result Cite Review PDF Full Text: DOI
Bilodeau, Blair; Stringer, Alex; Tang, Yanbo Stochastic convergence rates and applications of adaptive quadrature in Bayesian inference. (English) Zbl 07820413 J. Am. Stat. Assoc. 119, No. 545, 690-700 (2024). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv OA License
Dovers, Elliot; Brooks, Wesley; Popovic, Gordana C.; Warton, David I. Fast, approximate maximum likelihood estimation of log-Gaussian Cox processes. (English) Zbl 07792646 J. Comput. Graph. Stat. 32, No. 4, 1660-1670 (2023). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI OA License
Gelsinger, Megan L.; Griffin, Maryclare; Matteson, David; Guinness, Joseph Log-Gaussian Cox process modeling of large spatial lightning data using spectral and Laplace approximations. (English) Zbl 07789372 Ann. Appl. Stat. 17, No. 3, 2078-2094 (2023). MSC: 62Pxx × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Osgood-Zimmerman, Aaron; Wakefield, Jon A statistical review of template model builder: a flexible tool for spatial modelling. (English) Zbl 07779070 Int. Stat. Rev. 91, No. 2, 318-342 (2023). MSC: 62-XX 62Mxx 62Fxx × Cite Format Result Cite Review PDF Full Text: DOI
Chaudhuri, Somnath; Juan, Pablo; Mateu, Jorge Spatio-temporal modeling of traffic accidents incidence on urban road networks based on an explicit network triangulation. (English) Zbl 07778558 J. Appl. Stat. 50, No. 16, 3229-3250 (2023). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI Link
Koh, Jonathan; Pimont, François; Dupuy, Jean-Luc; Opitz, Thomas Spatiotemporal wildfire modeling through point processes with moderate and extreme marks. (English) Zbl 07656989 Ann. Appl. Stat. 17, No. 1, 560-582 (2023); correction ibid. 18, No. 1, 899-903 (2024). MSC: 62Pxx × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Verdoy, Pablo Juan Enhancing the SPDE modeling of spatial point processes with INLA, applied to wildfires. Choosing the best mesh for each database. (English) Zbl 1497.62300 Commun. Stat., Simulation Comput. 50, No. 10, 2990-3030 (2021). MSC: 62P12 62F15 62M30 62M40 60G55 × Cite Format Result Cite Review PDF Full Text: DOI Link
Micheas, Athanasios C. Cox point processes: why one realisation is not enough. (English) Zbl 07763648 Int. Stat. Rev. 87, No. 2, 306-325 (2019). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI
Neyens, Thomas; Faes, Christel; Molenberghs, Geert Integrated nested Laplace approximation for the analysis of count data via the combined model: a simulation study. (English) Zbl 07551469 Commun. Stat., Simulation Comput. 48, No. 3, 819-836 (2019). MSC: 62F15 62-07 × Cite Format Result Cite Review PDF Full Text: DOI
Shirota, Shinichiro; Banerjee, Sudipto Scalable inference for space-time Gaussian Cox processes. (English) Zbl 1435.62433 J. Time Ser. Anal. 40, No. 3, 269-287 (2019). Reviewer: James P. Howard II (Columbia) MSC: 62P25 62H11 60G55 60G15 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Micheas, Athanasios C.; Chen, Jiaxun sppmix: Poisson point process modeling using normal mixture models. (English) Zbl 1417.62009 Comput. Stat. 33, No. 4, 1767-1798 (2018). MSC: 62-04 62M30 60G55 62F15 65C40 × Cite Format Result Cite Review PDF Full Text: DOI
Hensman, James; Durrande, Nicolas; Solin, Arno Variational Fourier features for Gaussian processes. (English) Zbl 1467.62152 J. Mach. Learn. Res. 18(2017-2018), Paper No. 151, 52 p. (2018). MSC: 62M15 62F15 60G15 62-08 65C05 × Cite Format Result Cite Review PDF Full Text: arXiv Link
Feng, Cindy X.; Rostami, Mehdi; Li, Longhai Impact of misspecified residual correlation structure on the parameter estimates in a shared spatial frailty model. (English) Zbl 07192069 J. Stat. Comput. Simulation 87, No. 12, 2384-2410 (2017). MSC: 62N01 × Cite Format Result Cite Review PDF Full Text: DOI Link
Teng, Ming; Nathoo, Farouk; Johnson, Timothy D. Bayesian computation for log-Gaussian Cox processes: a comparative analysis of methods. (English) Zbl 07192060 J. Stat. Comput. Simulation 87, No. 11, 2227-2252 (2017). MSC: 62M30 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Xiong, Xiaoyu; Šmídl, Václav; Filippone, Maurizio Adaptive multiple importance sampling for Gaussian processes. (English) Zbl 07192021 J. Stat. Comput. Simulation 87, No. 8, 1644-1665 (2017). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Coeurjolly, Jean-François; Møller, Jesper; Waagepetersen, Rasmus Palm distributions for log Gaussian Cox processes. (English) Zbl 1394.60048 Scand. J. Stat. 44, No. 1, 192-203 (2017). MSC: 60G55 60G15 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Grilli, L.; Metelli, S.; Rampichini, C. Bayesian estimation with integrated nested Laplace approximation for binary logit mixed models. (English) Zbl 1457.62086 J. Stat. Comput. Simulation 85, No. 13, 2718-2726 (2015). MSC: 62F15 62J12 62-08 × Cite Format Result Cite Review PDF Full Text: DOI
Lyne, Anne-Marie; Girolami, Mark; Atchadé, Yves; Strathmann, Heiko; Simpson, Daniel On Russian roulette estimates for Bayesian inference with doubly-intractable likelihoods. (English) Zbl 1426.62092 Stat. Sci. 30, No. 4, 443-467 (2015). MSC: 62F15 60J22 60K35 62M40 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Euclid