Park, Jaewoo; Haran, Murali Reduced-dimensional Monte Carlo maximum likelihood for latent Gaussian random field models. (English) Zbl 07499859 J. Comput. Graph. Stat. 30, No. 2, 269-283 (2021). MSC: 62-XX PDFBibTeX XMLCite \textit{J. Park} and \textit{M. Haran}, J. Comput. Graph. Stat. 30, No. 2, 269--283 (2021; Zbl 07499859) Full Text: DOI arXiv
Kojevnikov, Denis; Marmer, Vadim; Song, Kyungchul Limit theorems for network dependent random variables. (English) Zbl 1471.62536 J. Econom. 222, No. 2, 882-908 (2021). MSC: 62P20 60F05 62M30 91D30 PDFBibTeX XMLCite \textit{D. Kojevnikov} et al., J. Econom. 222, No. 2, 882--908 (2021; Zbl 1471.62536) Full Text: DOI arXiv
Park, Jong Hee; Sohn, Yunkyu Detecting structural changes in longitudinal network data. (English) Zbl 1436.62401 Bayesian Anal. 15, No. 1, 133-157 (2020). MSC: 62M05 62H11 62R10 62F15 62P99 62R40 PDFBibTeX XMLCite \textit{J. H. Park} and \textit{Y. Sohn}, Bayesian Anal. 15, No. 1, 133--157 (2020; Zbl 1436.62401) Full Text: DOI arXiv Euclid
Finley, Andrew O.; Datta, Abhirup; Cook, Bruce D.; Morton, Douglas C.; Andersen, Hans E.; Banerjee, Sudipto Efficient algorithms for Bayesian nearest neighbor Gaussian processes. (English) Zbl 07499062 J. Comput. Graph. Stat. 28, No. 2, 401-414 (2019). MSC: 62-XX PDFBibTeX XMLCite \textit{A. O. Finley} et al., J. Comput. Graph. Stat. 28, No. 2, 401--414 (2019; Zbl 07499062) Full Text: DOI Link
Soize, C.; Ghanem, R.; Safta, C.; Huan, X.; Vane, Z. P.; Oefelein, J.; Lacaze, G.; Najm, H. N.; Tang, Q.; Chen, X. Entropy-based closure for probabilistic learning on manifolds. (English) Zbl 1459.62239 J. Comput. Phys. 388, 518-533 (2019). MSC: 62R30 62H11 62-08 65C05 65K10 68T05 PDFBibTeX XMLCite \textit{C. Soize} et al., J. Comput. Phys. 388, 518--533 (2019; Zbl 1459.62239) Full Text: DOI arXiv Link
Zhang, Lu; Datta, Abhirup; Banerjee, Sudipto Practical Bayesian modeling and inference for massive spatial data sets on modest computing environments. (English) Zbl 07260630 Stat. Anal. Data Min. 12, No. 3, 197-209 (2019). MSC: 62-XX 68-XX PDFBibTeX XMLCite \textit{L. Zhang} et al., Stat. Anal. Data Min. 12, No. 3, 197--209 (2019; Zbl 07260630) Full Text: DOI arXiv
Bussas, Matthias; Sawade, Christoph; Kühn, Nicolas; Scheffer, Tobias; Landwehr, Niels Varying-coefficient models for geospatial transfer learning. (English) Zbl 1460.62156 Mach. Learn. 106, No. 9-10, 1419-1440 (2017). MSC: 62M30 62M20 62F15 62H30 62P20 86A15 86A32 PDFBibTeX XMLCite \textit{M. Bussas} et al., Mach. Learn. 106, No. 9--10, 1419--1440 (2017; Zbl 1460.62156) Full Text: DOI