Guan, Yawen; Page, Garritt L.; Reich, Brian J.; Ventrucci, Massimo; Yang, Shu Spectral adjustment for spatial confounding. (English) Zbl 07802190 Biometrika 110, No. 3, 699-719 (2023). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Reich, Brian J.; Yang, Shu; Guan, Yawen Discussion on “Spatial+: a novel approach to spatial confounding”. (English) Zbl 1520.62310 Biometrics 78, No. 4, 1291-1294 (2022). MSC: 62P10 × Cite Format Result Cite Review PDF Full Text: DOI
Majumder, Suman; Guan, Yawen; Reich, Brian J.; Saibaba, Arvind K. Kryging: geostatistical analysis of large-scale datasets using Krylov subspace methods. (English) Zbl 1496.62017 Stat. Comput. 32, No. 5, Paper No. 74, 16 p. (2022). MSC: 62-08 62M30 62P12 65F10 × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Chang, Won; Konomi, Bledar A.; Karagiannis, Georgios; Guan, Yawen; Haran, Murali Ice model calibration using semicontinuous spatial data. (English) Zbl 1498.62283 Ann. Appl. Stat. 16, No. 3, 1937-1961 (2022). MSC: 62P12 62M30 62H25 62-08 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Reich, Brian J.; Yang, Shu; Guan, Yawen; Giffin, Andrew B.; Miller, Matthew J.; Rappold, Ana A review of spatial causal inference methods for environmental and epidemiological applications. (English) Zbl 07777967 Int. Stat. Rev. 89, No. 3, 605-634 (2021). MSC: 62Pxx 62Hxx 62Mxx × Cite Format Result Cite Review PDF Full Text: DOI arXiv Link
Majumder, Suman; Guan, Yawen; Reich, Brian J.; O’Neill, Susan; Rappold, Ana G. Statistical downscaling with spatial misalignment: application to wildland fire \(\mathrm{PM}_{2.5}\) concentration forecasting. (English) Zbl 07603052 J. Agric. Biol. Environ. Stat. 26, No. 1, 23-44 (2021). MSC: 62P12 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Reich, Brian J.; Guan, Yawen; Fourches, Denis; Warren, Joshua L.; Sarnat, Stefanie E.; Chang, Howard H. Integrative statistical methods for exposure mixtures and health. (English) Zbl 1498.62290 Ann. Appl. Stat. 14, No. 4, 1945-1963 (2020). MSC: 62P12 62F15 62H25 62P10 × Cite Format Result Cite Review PDF Full Text: DOI
Grantham, Neal S.; Guan, Yawen; Reich, Brian J.; Borer, Elizabeth T.; Gross, Kevin MIMIX: a Bayesian mixed-effects model for microbiome data from designed experiments. (English) Zbl 1445.62267 J. Am. Stat. Assoc. 115, No. 530, 599-609 (2020). MSC: 62P10 62H25 92C70 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Guan, Yawen; Johnson, Margaret C.; Katzfuss, Matthias; Mannshardt, Elizabeth; Messier, Kyle P.; Reich, Brian J.; Song, Joon J. Fine-scale spatiotemporal air pollution analysis using mobile monitors on Google Street View vehicles. (English) Zbl 1441.62564 J. Am. Stat. Assoc. 115, No. 531, 1111-1124 (2020). MSC: 62P12 62H11 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Guan, Yawen; Sampson, Christian; Tucker, J. Derek; Chang, Won; Mondal, Anirban; Haran, Murali; Sulsky, Deborah Computer model calibration based on image warping metrics: an application for sea ice deformation. (English) Zbl 1426.62343 J. Agric. Biol. Environ. Stat. 24, No. 3, 444-463 (2019). MSC: 62P12 × Cite Format Result Cite Review PDF Full Text: DOI arXiv
Guan, Yawen; Haran, Murali A computationally efficient projection-based approach for spatial generalized linear mixed models. (English) Zbl 07498984 J. Comput. Graph. Stat. 27, No. 4, 701-714 (2018). MSC: 62-XX × Cite Format Result Cite Review PDF Full Text: DOI arXiv