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Liang, Faming; Li, Qizhai; Zhou, Lei Bayesian neural networks for selection of drug sensitive genes. (English) Zbl 1402.62277 J. Am. Stat. Assoc. 113, No. 523, 955-972 (2018). MSC: 62P10 62M45 62H25 PDFBibTeX XMLCite \textit{F. Liang} et al., J. Am. Stat. Assoc. 113, No. 523, 955--972 (2018; Zbl 1402.62277) Full Text: DOI Link
Hernández, Belinda; Raftery, Adrian E.; Pennington, Stephen R.; Parnell, Andrew C. Bayesian additive regression trees using Bayesian model averaging. (English) Zbl 1386.68131 Stat. Comput. 28, No. 4, 869-890 (2018). MSC: 68T05 62F15 62P10 PDFBibTeX XMLCite \textit{B. Hernández} et al., Stat. Comput. 28, No. 4, 869--890 (2018; Zbl 1386.68131) Full Text: DOI arXiv Link
Lansangan, Joseph Ryan G.; Barrios, Erniel B. Simultaneous dimension reduction and variable selection in modeling high dimensional data. (English) Zbl 1464.62113 Comput. Stat. Data Anal. 112, 242-256 (2017). MSC: 62-08 62J05 62H25 PDFBibTeX XMLCite \textit{J. R. G. Lansangan} and \textit{E. B. Barrios}, Comput. Stat. Data Anal. 112, 242--256 (2017; Zbl 1464.62113) Full Text: DOI
Hu, Ruimeng; Ludkovsk, Mike Sequential design for ranking response surfaces. (English) Zbl 1365.62319 SIAM/ASA J. Uncertain. Quantif. 5, 212-239 (2017). MSC: 62L05 62K20 60G15 62F07 PDFBibTeX XMLCite \textit{R. Hu} and \textit{M. Ludkovsk}, SIAM/ASA J. Uncertain. Quantif. 5, 212--239 (2017; Zbl 1365.62319) Full Text: DOI arXiv
Yang, Yun; Tokdar, Surya T. Minimax-optimal nonparametric regression in high dimensions. (English) Zbl 1312.62052 Ann. Stat. 43, No. 2, 652-674 (2015). MSC: 62G08 62H12 62C20 60G15 PDFBibTeX XMLCite \textit{Y. Yang} and \textit{S. T. Tokdar}, Ann. Stat. 43, No. 2, 652--674 (2015; Zbl 1312.62052) Full Text: DOI arXiv Euclid
Bleich, Justin; Kapelner, Adam; George, Edward I.; Jensen, Shane T. Variable selection for BART: an application to gene regulation. (English) Zbl 1304.62132 Ann. Appl. Stat. 8, No. 3, 1750-1781 (2014). MSC: 62P10 92D10 62F15 62G08 PDFBibTeX XMLCite \textit{J. Bleich} et al., Ann. Appl. Stat. 8, No. 3, 1750--1781 (2014; Zbl 1304.62132) Full Text: DOI arXiv Euclid
Imai, Kosuke; Ratkovic, Marc Estimating treatment effect heterogeneity in randomized program evaluation. (English) Zbl 1376.62036 Ann. Appl. Stat. 7, No. 1, 443-470 (2013). MSC: 62H30 62G08 62J07 62P10 62P25 PDFBibTeX XMLCite \textit{K. Imai} and \textit{M. Ratkovic}, Ann. Appl. Stat. 7, No. 1, 443--470 (2013; Zbl 1376.62036) Full Text: DOI arXiv Euclid
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Scheipl, Fabian; Fahrmeir, Ludwig; Kneib, Thomas Spike-and-slab priors for function selection in structured additive regression models. (English) Zbl 1258.62082 J. Am. Stat. Assoc. 107, No. 500, 1518-1532 (2012). MSC: 62J12 65C40 62P10 PDFBibTeX XMLCite \textit{F. Scheipl} et al., J. Am. Stat. Assoc. 107, No. 500, 1518--1532 (2012; Zbl 1258.62082) Full Text: DOI arXiv
Crews, Hugh B.; Boos, Dennis D.; Stefanski, Leonard A. FSR methods for second-order regression models. (English) Zbl 1328.62110 Comput. Stat. Data Anal. 55, No. 6, 2026-2037 (2011). MSC: 62F07 PDFBibTeX XMLCite \textit{H. B. Crews} et al., Comput. Stat. Data Anal. 55, No. 6, 2026--2037 (2011; Zbl 1328.62110) Full Text: DOI Link
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Chung, Yeonseung; Dunson, David B. Nonparametric Bayes conditional distribution modeling with variable selection. (English) Zbl 1205.62039 J. Am. Stat. Assoc. 104, No. 488, 1646-1660 (2009). MSC: 62G07 62F15 PDFBibTeX XMLCite \textit{Y. Chung} and \textit{D. B. Dunson}, J. Am. Stat. Assoc. 104, No. 488, 1646--1660 (2009; Zbl 1205.62039) Full Text: DOI Link