Molstad, Aaron J.; Rothman, Adam J. A likelihood-based approach for multivariate categorical response regression in high dimensions. (English) Zbl 07707249 J. Am. Stat. Assoc. 118, No. 542, 1402-1414 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{A. J. Molstad} and \textit{A. J. Rothman}, J. Am. Stat. Assoc. 118, No. 542, 1402--1414 (2023; Zbl 07707249) Full Text: DOI arXiv
Molstad, Aaron J.; Rothman, Adam J. A penalized likelihood method for classification with matrix-valued predictors. (English) Zbl 07499008 J. Comput. Graph. Stat. 28, No. 1, 11-22 (2019). MSC: 62-XX PDFBibTeX XMLCite \textit{A. J. Molstad} and \textit{A. J. Rothman}, J. Comput. Graph. Stat. 28, No. 1, 11--22 (2019; Zbl 07499008) Full Text: DOI arXiv
Rothman, Adam J.; Forzani, Liliana On the existence of the weighted bridge penalized Gaussian likelihood precision matrix estimator. (English) Zbl 1309.62099 Electron. J. Stat. 8, No. 2, 2693-2700 (2014). MSC: 62H12 62H20 PDFBibTeX XMLCite \textit{A. J. Rothman} and \textit{L. Forzani}, Electron. J. Stat. 8, No. 2, 2693--2700 (2014; Zbl 1309.62099) Full Text: DOI Euclid
Cook, R. Dennis; Forzani, Liliana; Rothman, Adam J. Prediction in abundant high-dimensional linear regression. (English) Zbl 1279.62140 Electron. J. Stat. 7, 3059-3088 (2013). MSC: 62J05 62H12 PDFBibTeX XMLCite \textit{R. D. Cook} et al., Electron. J. Stat. 7, 3059--3088 (2013; Zbl 1279.62140) Full Text: DOI Euclid
Cook, R. Dennis; Forzani, Liliana; Rothman, Adam J. Estimating sufficient reductions of the predictors in abundant high-dimensional regressions. (English) Zbl 1246.62150 Ann. Stat. 40, No. 1, 353-384 (2012). MSC: 62H25 62H99 62J99 65C60 PDFBibTeX XMLCite \textit{R. D. Cook} et al., Ann. Stat. 40, No. 1, 353--384 (2012; Zbl 1246.62150) Full Text: DOI arXiv Euclid
Meinshausen, Nicolai; Bühlmann, Peter [Richardson, Sylvia; Shawe-Taylor, John; Sun, Shiliang; Yen, Tso-Jung; Yen, Yu-Min; Shah, Rajen; Samworth, Richard; Hennig, Christian; Kirk, Paul D. W.; Lewin, Alexandra M.; Stumpf, Michael P. H.; Kent, J. T.; Gandy, Axel; Tong, Howell; Holmes, Chris; Ahmed, Ismail; Brown, Phil; Griffin, Jim; Draper, David; Fang, Zhou; Hothorn, Torsten; Leng, Chenlei; Nott, David J.; Nugent, Rebecca; Rinaldo, Alessandro; Singh, Aarti; Wasserman, Larry; Rothman, Adam J.; Levina, Elizaveta; Zhu, Ji; Tsybakov, A. B.; Zhang, Cun-Hui; Zou, Hui] Stability selection. With discussion and authors’ reply. (English) Zbl 1411.62142 J. R. Stat. Soc., Ser. B, Stat. Methodol. 72, No. 4, 417-473 (2010). MSC: 62H12 62J07 62G20 PDFBibTeX XMLCite \textit{N. Meinshausen} and \textit{P. Bühlmann}, J. R. Stat. Soc., Ser. B, Stat. Methodol. 72, No. 4, 417--473 (2010; Zbl 1411.62142) Full Text: DOI
Rothman, Adam J.; Bickel, Peter J.; Levina, Elizaveta; Zhu, Ji Sparse permutation invariant covariance estimation. (English) Zbl 1320.62135 Electron. J. Stat. 2, 494-515 (2008). MSC: 62H20 62H12 PDFBibTeX XMLCite \textit{A. J. Rothman} et al., Electron. J. Stat. 2, 494--515 (2008; Zbl 1320.62135) Full Text: DOI arXiv Euclid