Galbraith, John W.; Zinde-Walsh, Victoria Simple and reliable estimators of coefficients of interest in a model with high-dimensional confounding effects. (English) Zbl 1464.62317 J. Econom. 218, No. 2, 609-632 (2020). MSC: 62H25 62J05 62P20 PDFBibTeX XMLCite \textit{J. W. Galbraith} and \textit{V. Zinde-Walsh}, J. Econom. 218, No. 2, 609--632 (2020; Zbl 1464.62317) Full Text: DOI
Dey, Rounak; Lee, Seunggeun Asymptotic properties of principal component analysis and shrinkage-bias adjustment under the generalized spiked population model. (English) Zbl 1422.62210 J. Multivariate Anal. 173, 145-164 (2019). MSC: 62H25 62H12 15A18 15B52 PDFBibTeX XMLCite \textit{R. Dey} and \textit{S. Lee}, J. Multivariate Anal. 173, 145--164 (2019; Zbl 1422.62210) Full Text: DOI arXiv Link
Xu, Hui; Gu, Xiangdong; Tadesse, Mahlet G.; Balasubramanian, Raji A modified random survival forests algorithm for high dimensional predictors and self-reported outcomes. (English) Zbl 07498989 J. Comput. Graph. Stat. 27, No. 4, 763-772 (2018). MSC: 62-XX PDFBibTeX XMLCite \textit{H. Xu} et al., J. Comput. Graph. Stat. 27, No. 4, 763--772 (2018; Zbl 07498989) Full Text: DOI Link