Messier, Kyle P.; Katzfuss, Matthias Scalable penalized spatiotemporal land-use regression for ground-level nitrogen dioxide. (English) Zbl 1478.62356 Ann. Appl. Stat. 15, No. 2, 688-710 (2021). MSC: 62P12 62P10 62H11 62J02 60G15 PDFBibTeX XMLCite \textit{K. P. Messier} and \textit{M. Katzfuss}, Ann. Appl. Stat. 15, No. 2, 688--710 (2021; Zbl 1478.62356) Full Text: DOI arXiv
Wang, Bruce; Sudijono, Timothy; Kirveslahti, Henry; Gao, Tingran; Boyer, Douglas M.; Mukherjee, Sayan; Crawford, Lorin A statistical pipeline for identifying physical features that differentiate classes of 3D shapes. (English) Zbl 1478.62390 Ann. Appl. Stat. 15, No. 2, 638-661 (2021). MSC: 62R40 62P10 62H35 60G15 92D15 PDFBibTeX XMLCite \textit{B. Wang} et al., Ann. Appl. Stat. 15, No. 2, 638--661 (2021; Zbl 1478.62390) Full Text: DOI
Choiruddin, Achmad; Cuevas-Pacheco, Francisco; Coeurjolly, Jean-François; Waagepetersen, Rasmus Regularized estimation for highly multivariate log Gaussian Cox processes. (English) Zbl 1437.62274 Stat. Comput. 30, No. 3, 649-662 (2020). MSC: 62J07 62M30 60G55 62J05 62H12 62P12 PDFBibTeX XMLCite \textit{A. Choiruddin} et al., Stat. Comput. 30, No. 3, 649--662 (2020; Zbl 1437.62274) Full Text: DOI arXiv
Xie, Yimeng; Xu, Li; Li, Jie; Deng, Xinwei; Hong, Yili; Kolivras, Korine; Gaines, David N. Spatial variable selection and an application to Virginia Lyme disease emergence. (English) Zbl 1428.62484 J. Am. Stat. Assoc. 114, No. 528, 1466-1480 (2019). MSC: 62P10 62M30 PDFBibTeX XMLCite \textit{Y. Xie} et al., J. Am. Stat. Assoc. 114, No. 528, 1466--1480 (2019; Zbl 1428.62484) Full Text: DOI arXiv
Pillonetto, Gianluigi; Chen, Tianshi; Chiuso, Alessandro; De Nicolao, Giuseppe; Ljung, Lennart Regularized linear system identification using atomic, nuclear and kernel-based norms: the role of the stability constraint. (English) Zbl 1338.93121 Automatica 69, 137-149 (2016). MSC: 93B30 93C05 68T05 93B40 PDFBibTeX XMLCite \textit{G. Pillonetto} et al., Automatica 69, 137--149 (2016; Zbl 1338.93121) Full Text: DOI arXiv
Pillonetto, Gianluigi; Dinuzzo, Francesco; Chen, Tianshi; De Nicolao, Giuseppe; Ljung, Lennart Kernel methods in system identification, machine learning and function estimation: a survey. (English) Zbl 1298.93342 Automatica 50, No. 3, 657-682 (2014). MSC: 93E12 93E10 93C05 68T05 PDFBibTeX XMLCite \textit{G. Pillonetto} et al., Automatica 50, No. 3, 657--682 (2014; Zbl 1298.93342) Full Text: DOI Link
Taylor, Jonathan The geometry of least squares in the 21st century. (English) Zbl 1402.62157 Bernoulli 19, No. 4, 1449-1464 (2013). MSC: 62J05 60G15 62-03 01A61 62J07 PDFBibTeX XMLCite \textit{J. Taylor}, Bernoulli 19, No. 4, 1449--1464 (2013; Zbl 1402.62157) Full Text: DOI arXiv Euclid