Soale, Abdul-Nasah; Dong, Yuexiao On expectile-assisted inverse regression estimation for sufficient dimension reduction. (English) Zbl 1465.62102 J. Stat. Plann. Inference 213, 80-92 (2021). MSC: 62H12 62G08 62J02 62P20 PDF BibTeX XML Cite \textit{A.-N. Soale} and \textit{Y. Dong}, J. Stat. Plann. Inference 213, 80--92 (2021; Zbl 1465.62102) Full Text: DOI OpenURL
Wang, Cheng; Yu, Zhou; Zhu, Liping On cumulative slicing estimation for high dimensional data. (English) Zbl 1464.62265 Stat. Sin. 31, No. 1, 223-242 (2021). MSC: 62G08 62G07 62H12 62H25 PDF BibTeX XML Cite \textit{C. Wang} et al., Stat. Sin. 31, No. 1, 223--242 (2021; Zbl 1464.62265) Full Text: DOI OpenURL
Lin, Qian; Li, Xinran; Huang, Dongming; Liu, Jun S. On the optimality of sliced inverse regression in high dimensions. (English) Zbl 1464.62337 Ann. Stat. 49, No. 1, 1-20 (2021). Reviewer: Jaromír Antoch (Praha) MSC: 62J02 62H25 62C05 62C20 90C90 PDF BibTeX XML Cite \textit{Q. Lin} et al., Ann. Stat. 49, No. 1, 1--20 (2021; Zbl 1464.62337) Full Text: DOI Euclid OpenURL
Smith, Jodie Ann Influence functions for dimension reduction methods. (Abstract of thesis). (English) Zbl 1466.62338 Bull. Aust. Math. Soc. 103, No. 3, 517-519 (2020). MSC: 62H12 62H30 PDF BibTeX XML Cite \textit{J. A. Smith}, Bull. Aust. Math. Soc. 103, No. 3, 517--519 (2020; Zbl 1466.62338) Full Text: DOI OpenURL
Fang, Fang; Yu, Zhou Model averaging assisted sufficient dimension reduction. (English) Zbl 07345882 Comput. Stat. Data Anal. 152, Article ID 106993, 18 p. (2020). MSC: 62-XX PDF BibTeX XML Cite \textit{F. Fang} and \textit{Z. Yu}, Comput. Stat. Data Anal. 152, Article ID 106993, 18 p. (2020; Zbl 07345882) Full Text: DOI OpenURL
Christou, Eliana Robust dimension reduction using sliced inverse median regression. (English) Zbl 1452.62248 Stat. Pap. 61, No. 5, 1799-1818 (2020). MSC: 62G05 62G08 62G20 62G32 62G35 PDF BibTeX XML Cite \textit{E. Christou}, Stat. Pap. 61, No. 5, 1799--1818 (2020; Zbl 1452.62248) Full Text: DOI OpenURL
Zhang, Xin; Mai, Qing; Zou, Hui The maximum separation subspace in sufficient dimension reduction with categorical response. (English) Zbl 07255060 J. Mach. Learn. Res. 21, Paper No. 29, 36 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{X. Zhang} et al., J. Mach. Learn. Res. 21, Paper No. 29, 36 p. (2020; Zbl 07255060) Full Text: Link OpenURL
Cai, Zhanrui; Li, Runze; Zhu, Liping Online sufficient dimension reduction through sliced inverse regression. (English) Zbl 07255041 J. Mach. Learn. Res. 21, Paper No. 10, 25 p. (2020). Reviewer: Yunwen Lei (Hong Kong) MSC: 68T05 PDF BibTeX XML Cite \textit{Z. Cai} et al., J. Mach. Learn. Res. 21, Paper No. 10, 25 p. (2020; Zbl 07255041) Full Text: Link OpenURL
Wang, Qin; Yin, Xiangrong; Li, Bing; Tang, Zhihui On aggregate dimension reduction. (English) Zbl 1439.62162 Stat. Sin. 30, No. 2, 1027-1048 (2020). MSC: 62J02 62H30 PDF BibTeX XML Cite \textit{Q. Wang} et al., Stat. Sin. 30, No. 2, 1027--1048 (2020; Zbl 1439.62162) Full Text: DOI OpenURL
Tan, Kai; Shi, Lei; Yu, Zhou Sparse SIR: optimal rates and adaptive estimation. (English) Zbl 1451.62060 Ann. Stat. 48, No. 1, 64-85 (2020). MSC: 62H12 62G08 62G09 PDF BibTeX XML Cite \textit{K. Tan} et al., Ann. Stat. 48, No. 1, 64--85 (2020; Zbl 1451.62060) Full Text: DOI Euclid OpenURL
Wang, Guochang; Lian, Heng Functional sliced inverse regression in a reproducing kernel Hilbert space: a theoretical connection to functional linear regression. (English) Zbl 1444.62169 Stat. Sin. 30, No. 1, 17-33 (2020). MSC: 62R10 62J05 62H25 46E22 PDF BibTeX XML Cite \textit{G. Wang} and \textit{H. Lian}, Stat. Sin. 30, No. 1, 17--33 (2020; Zbl 1444.62169) Full Text: DOI OpenURL
Lue, Heng-Hui Pairwise directions estimation for multivariate response regression data. (English) Zbl 07193752 J. Stat. Comput. Simulation 89, No. 5, 776-794 (2019). MSC: 62-XX PDF BibTeX XML Cite \textit{H.-H. Lue}, J. Stat. Comput. Simulation 89, No. 5, 776--794 (2019; Zbl 07193752) Full Text: DOI OpenURL
Yang, Xiaojie; Wang, Qihua Sufficient dimension reduction under dimension-reduction-based imputation with predictors missing at random. (English) Zbl 1432.62166 Stat. Sin. 29, No. 4, 1751-1778 (2019). MSC: 62H12 62D10 PDF BibTeX XML Cite \textit{X. Yang} and \textit{Q. Wang}, Stat. Sin. 29, No. 4, 1751--1778 (2019; Zbl 1432.62166) Full Text: DOI OpenURL
Qian, Wei; Ding, Shanshan; Cook, R. Dennis Sparse minimum discrepancy approach to sufficient dimension reduction with simultaneous variable selection in ultrahigh dimension. (English) Zbl 1428.62237 J. Am. Stat. Assoc. 114, No. 527, 1277-1290 (2019). MSC: 62H12 62G05 62H25 PDF BibTeX XML Cite \textit{W. Qian} et al., J. Am. Stat. Assoc. 114, No. 527, 1277--1290 (2019; Zbl 1428.62237) Full Text: DOI OpenURL
Glaws, Andrew; Constantine, Paul G. Gauss-Christoffel quadrature for inverse regression: applications to computer experiments. (English) Zbl 1430.62014 Stat. Comput. 29, No. 3, 429-447 (2019). MSC: 62-08 62J99 62H25 65D30 PDF BibTeX XML Cite \textit{A. Glaws} and \textit{P. G. Constantine}, Stat. Comput. 29, No. 3, 429--447 (2019; Zbl 1430.62014) Full Text: DOI arXiv OpenURL
Picheny, Victor; Servien, Rémi; Villa-Vialaneix, Nathalie Interpretable sparse SIR for functional data. (English) Zbl 1430.62079 Stat. Comput. 29, No. 2, 255-267 (2019). MSC: 62G08 62J07 62F07 62-08 PDF BibTeX XML Cite \textit{V. Picheny} et al., Stat. Comput. 29, No. 2, 255--267 (2019; Zbl 1430.62079) Full Text: DOI OpenURL
Zhang, Ning; Yu, Zhou; Wu, Qiang Overlapping sliced inverse regression for dimension reduction. (English) Zbl 1431.62258 Anal. Appl., Singap. 17, No. 5, 715-736 (2019). MSC: 62H25 62J12 PDF BibTeX XML Cite \textit{N. Zhang} et al., Anal. Appl., Singap. 17, No. 5, 715--736 (2019; Zbl 1431.62258) Full Text: DOI OpenURL
Jain, Yashita; Ding, Shanshan; Qiu, Jing Sliced inverse regression for integrative multi-omics data analysis. (English) Zbl 1420.92076 Stat. Appl. Genet. Mol. Biol. 18, No. 1, Article ID 20180028, 13 p. (2019). MSC: 92D10 62P10 62G08 PDF BibTeX XML Cite \textit{Y. Jain} et al., Stat. Appl. Genet. Mol. Biol. 18, No. 1, Article ID 20180028, 13 p. (2019; Zbl 1420.92076) Full Text: DOI OpenURL
Yang, Guangren; Lin, Hongmei; Lian, Heng On double-index dimension reduction for partially functional data. (English) Zbl 1423.62032 J. Nonparametric Stat. 31, No. 3, 761-768 (2019). MSC: 62G08 65C05 PDF BibTeX XML Cite \textit{G. Yang} et al., J. Nonparametric Stat. 31, No. 3, 761--768 (2019; Zbl 1423.62032) Full Text: DOI OpenURL
Sun, Qiang; Zhu, Ruoqing; Wang, Tao; Zeng, Donglin Counting process-based dimension reduction methods for censored outcomes. (English) Zbl 07051942 Biometrika 106, No. 1, 181-196 (2019). MSC: 62P10 PDF BibTeX XML Cite \textit{Q. Sun} et al., Biometrika 106, No. 1, 181--196 (2019; Zbl 07051942) Full Text: DOI OpenURL
Solea, Eftychia; Li, Bing; Slavković, Aleksandra Statistical learning on emerging economies. (English) Zbl 07282441 J. Appl. Stat. 45, No. 3, 487-507 (2018). MSC: 62-XX PDF BibTeX XML Cite \textit{E. Solea} et al., J. Appl. Stat. 45, No. 3, 487--507 (2018; Zbl 07282441) Full Text: DOI OpenURL
Yang, Xiu; Li, Weixuan; Tartakovsky, Alexandre Sliced-inverse-regression-aided rotated compressive sensing method for uncertainty quantification. (English) Zbl 07003645 SIAM/ASA J. Uncertain. Quantif. 6, 1532-1554 (2018). MSC: 65C60 42C05 41A10 PDF BibTeX XML Cite \textit{X. Yang} et al., SIAM/ASA J. Uncertain. Quantif. 6, 1532--1554 (2018; Zbl 07003645) Full Text: DOI arXiv OpenURL
Wei, Susan; Kosorok, Michael R. The change-plane Cox model. (English) Zbl 06994542 Biometrika 105, No. 4, 891-903 (2018). MSC: 62P10 PDF BibTeX XML Cite \textit{S. Wei} and \textit{M. R. Kosorok}, Biometrika 105, No. 4, 891--903 (2018; Zbl 06994542) Full Text: DOI OpenURL
Chen, Heng; Huang, Wei; Chen, Di-Rong Simultaneous estimations of optimal directions and optimal transformations for functional data. (English) Zbl 1402.62066 Int. J. Wavelets Multiresolut. Inf. Process. 16, No. 5, Article ID 1850043, 12 p. (2018). MSC: 62G08 62G20 PDF BibTeX XML Cite \textit{H. Chen} et al., Int. J. Wavelets Multiresolut. Inf. Process. 16, No. 5, Article ID 1850043, 12 p. (2018; Zbl 1402.62066) Full Text: DOI OpenURL
Alothman, Ahmad; Dong, Yuexiao; Artemiou, Andreas On dual model-free variable selection with two groups of variables. (English) Zbl 06919561 J. Multivariate Anal. 167, 366-377 (2018). MSC: 62H99 62B99 PDF BibTeX XML Cite \textit{A. Alothman} et al., J. Multivariate Anal. 167, 366--377 (2018; Zbl 06919561) Full Text: DOI OpenURL
Dong, Yuexiao; Zhang, Yongxu On a new class of sufficient dimension reduction estimators. (English) Zbl 1463.62196 Stat. Probab. Lett. 139, 90-94 (2018). MSC: 62J02 62F07 PDF BibTeX XML Cite \textit{Y. Dong} and \textit{Y. Zhang}, Stat. Probab. Lett. 139, 90--94 (2018; Zbl 1463.62196) Full Text: DOI OpenURL
Li, Bing Sufficient dimension reduction: methods and applications with R. (English) Zbl 1408.62011 Monographs on Statistics and Applied Probability 161. Boca Raton, FL: CRC Press (ISBN 978-1-4987-0447-2/hbk; 978-1-4987-0448-9/ebook). xxi, 283 p. (2018). Reviewer: Jonas Šiaulys (Vilnius) MSC: 62-02 62-04 62G08 62H12 62H20 62Jxx PDF BibTeX XML Cite \textit{B. Li}, Sufficient dimension reduction: methods and applications with R. Boca Raton, FL: CRC Press (2018; Zbl 1408.62011) Full Text: Link OpenURL
Lin, Qian; Zhao, Zhigen; Liu, Jun S. On consistency and sparsity for sliced inverse regression in high dimensions. (English) Zbl 1395.62196 Ann. Stat. 46, No. 2, 580-610 (2018). Reviewer: Fabio Rapallo (Alessandria) MSC: 62H25 62G20 PDF BibTeX XML Cite \textit{Q. Lin} et al., Ann. Stat. 46, No. 2, 580--610 (2018; Zbl 1395.62196) Full Text: DOI arXiv OpenURL
Genschel, Ulrike The effect of data contamination in sliced inverse regression and finite sample breakdown point. (English) Zbl 1387.62069 Sankhyā, Ser. A 80, No. 1, 28-58 (2018). MSC: 62G35 62G08 62H12 PDF BibTeX XML Cite \textit{U. Genschel}, Sankhyā, Ser. A 80, No. 1, 28--58 (2018; Zbl 1387.62069) Full Text: DOI OpenURL
Yoshida, Takuma Nonlinear surface regression with dimension reduction method. (English) Zbl 1443.62111 AStA, Adv. Stat. Anal. 101, No. 1, 29-50 (2017). MSC: 62G08 62-08 PDF BibTeX XML Cite \textit{T. Yoshida}, AStA, Adv. Stat. Anal. 101, No. 1, 29--50 (2017; Zbl 1443.62111) Full Text: DOI OpenURL
Gan, Shengjin; You, Wenjie Estimate of dimension reduction subspace for multivariate responses based on moment-generating function. (Chinese. English summary) Zbl 1389.62089 J. Northeast Norm. Univ., Nat. Sci. Ed. 49, No. 1, 43-47 (2017). MSC: 62H12 62G08 PDF BibTeX XML Cite \textit{S. Gan} and \textit{W. You}, J. Northeast Norm. Univ., Nat. Sci. Ed. 49, No. 1, 43--47 (2017; Zbl 1389.62089) Full Text: DOI OpenURL
Dortet-Bernadet, Jean-Luc; Gardes, Laurent A mixture model for dimension reduction. (English) Zbl 1379.62043 Commun. Stat., Theory Methods 46, No. 21, 10768-10787 (2017). MSC: 62J02 62H15 PDF BibTeX XML Cite \textit{J.-L. Dortet-Bernadet} and \textit{L. Gardes}, Commun. Stat., Theory Methods 46, No. 21, 10768--10787 (2017; Zbl 1379.62043) Full Text: DOI OpenURL
Fan, Jianqing; Xue, Lingzhou; Yao, Jiawei Sufficient forecasting using factor models. (English) Zbl 1377.62185 J. Econom. 201, No. 2, 292-306 (2017). MSC: 62M20 62H25 62P20 PDF BibTeX XML Cite \textit{J. Fan} et al., J. Econom. 201, No. 2, 292--306 (2017; Zbl 1377.62185) Full Text: DOI arXiv OpenURL
An, Hyoin; Won, Sungmin; Yoo, Jae Keun Fused sliced average variance estimation. (English) Zbl 1377.62110 J. Korean Stat. Soc. 46, No. 4, 623-628 (2017). MSC: 62G08 62G07 62H99 62G10 PDF BibTeX XML Cite \textit{H. An} et al., J. Korean Stat. Soc. 46, No. 4, 623--628 (2017; Zbl 1377.62110) Full Text: DOI OpenURL
Da Veiga, Sébastien; Loubes, Jean-Michel; Solís, Maikol Efficient estimation of conditional covariance matrices for dimension reduction. (English) Zbl 1368.62136 Commun. Stat., Theory Methods 46, No. 9, 4403-4424 (2017). MSC: 62H12 62F12 PDF BibTeX XML Cite \textit{S. Da Veiga} et al., Commun. Stat., Theory Methods 46, No. 9, 4403--4424 (2017; Zbl 1368.62136) Full Text: DOI arXiv OpenURL
Zhao, Junlong; Zhao, Xiuli Dimension reduction boosting. (English) Zbl 1368.62106 Commun. Stat., Theory Methods 46, No. 9, 4151-4162 (2017). MSC: 62G08 62H30 PDF BibTeX XML Cite \textit{J. Zhao} and \textit{X. Zhao}, Commun. Stat., Theory Methods 46, No. 9, 4151--4162 (2017; Zbl 1368.62106) Full Text: DOI OpenURL
Li, Bing; Song, Jun Nonlinear sufficient dimension reduction for functional data. (English) Zbl 1371.62003 Ann. Stat. 45, No. 3, 1059-1095 (2017). MSC: 62B05 62G08 62G20 62H12 PDF BibTeX XML Cite \textit{B. Li} and \textit{J. Song}, Ann. Stat. 45, No. 3, 1059--1095 (2017; Zbl 1371.62003) Full Text: DOI Euclid OpenURL
Hilafu, Haileab Random sliced inverse regression. (English) Zbl 1422.62211 Commun. Stat., Simulation Comput. 46, No. 5, 3516-3526 (2017). MSC: 62H25 62P10 62G07 PDF BibTeX XML Cite \textit{H. Hilafu}, Commun. Stat., Simulation Comput. 46, No. 5, 3516--3526 (2017; Zbl 1422.62211) Full Text: DOI OpenURL
Wang, Tao; Wen, Xuerong Meggie; Zhu, Lixing Multiple-population shrinkage estimation via sliced inverse regression. (English) Zbl 06696854 Stat. Comput. 27, No. 1, 103-114 (2017). MSC: 62-XX PDF BibTeX XML Cite \textit{T. Wang} et al., Stat. Comput. 27, No. 1, 103--114 (2017; Zbl 06696854) Full Text: DOI OpenURL
Wang, Guochang; Zhou, Jianjun; Wu, Wuqing; Chen, Min Robust functional sliced inverse regression. (English) Zbl 1394.62049 Stat. Pap. 58, No. 1, 227-245 (2017). MSC: 62G08 62G35 62H25 62G20 PDF BibTeX XML Cite \textit{G. Wang} et al., Stat. Pap. 58, No. 1, 227--245 (2017; Zbl 1394.62049) Full Text: DOI OpenURL
Zhang, Yaowu; Zhu, Liping; Ma, Yanyuan Efficient dimension reduction for multivariate response data. (English) Zbl 1356.62069 J. Multivariate Anal. 155, 187-199 (2017). MSC: 62H12 62H86 PDF BibTeX XML Cite \textit{Y. Zhang} et al., J. Multivariate Anal. 155, 187--199 (2017; Zbl 1356.62069) Full Text: DOI OpenURL
Luo, Wei; Li, Bing Combining eigenvalues and variation of eigenvectors for order determination. (English) Zbl 07072160 Biometrika 103, No. 4, 875-887 (2016). MSC: 62P10 PDF BibTeX XML Cite \textit{W. Luo} and \textit{B. Li}, Biometrika 103, No. 4, 875--887 (2016; Zbl 07072160) Full Text: DOI OpenURL
Liquet, Benoit; Saracco, Jerome BIG-SIR: a sliced inverse regression approach for massive data. (English) Zbl 1405.62041 Stat. Interface 9, No. 4, 509-520 (2016). MSC: 62G08 62H12 62-07 PDF BibTeX XML Cite \textit{B. Liquet} and \textit{J. Saracco}, Stat. Interface 9, No. 4, 509--520 (2016; Zbl 1405.62041) Full Text: DOI OpenURL
Neykov, Matey; Lin, Qian; Liu, Jun S. Signed support recovery for single index models in high-dimensions. (English) Zbl 1392.62175 Ann. Math. Sci. Appl. 1, No. 2, 379-426 (2016). MSC: 62H25 62F12 90C90 PDF BibTeX XML Cite \textit{M. Neykov} et al., Ann. Math. Sci. Appl. 1, No. 2, 379--426 (2016; Zbl 1392.62175) Full Text: DOI arXiv OpenURL
Cui, Wenquan; Liu, Bo An RKHS-based semiparametric approach to nonlinear dimension reduction. (Chinese. English summary) Zbl 1389.62080 J. Univ. Sci. Technol. China 46, No. 11, 898-906 (2016). MSC: 62G08 62J02 PDF BibTeX XML Cite \textit{W. Cui} and \textit{B. Liu}, J. Univ. Sci. Technol. China 46, No. 11, 898--906 (2016; Zbl 1389.62080) Full Text: DOI OpenURL
Prendergast, L. A.; Garnham, A. L. Response and predictor folding to counter symmetric dependency in dimension reduction. (English) Zbl 1373.62384 Aust. N. Z. J. Stat. 58, No. 4, 515-532 (2016). MSC: 62J12 62F35 62H25 PDF BibTeX XML Cite \textit{L. A. Prendergast} and \textit{A. L. Garnham}, Aust. N. Z. J. Stat. 58, No. 4, 515--532 (2016; Zbl 1373.62384) Full Text: DOI OpenURL
Yu, Zhou; Dong, Yuexiao; Shao, Jun On marginal sliced inverse regression for ultrahigh dimensional model-free feature selection. (English) Zbl 1359.62218 Ann. Stat. 44, No. 6, 2594-2623 (2016). Reviewer: Yuehua Wu (Toronto) MSC: 62H20 62G08 62H99 62J99 62P10 PDF BibTeX XML Cite \textit{Z. Yu} et al., Ann. Stat. 44, No. 6, 2594--2623 (2016; Zbl 1359.62218) Full Text: DOI OpenURL
Yoshida, Takuma Partially linear estimation using sufficient dimension reduction. (English) Zbl 1357.62183 ESAIM, Probab. Stat. 20, 1-17 (2016). MSC: 62G08 62F12 62J02 62J07 62G20 PDF BibTeX XML Cite \textit{T. Yoshida}, ESAIM, Probab. Stat. 20, 1--17 (2016; Zbl 1357.62183) Full Text: DOI OpenURL
Li, Weixuan; Lin, Guang; Li, Bing Inverse regression-based uncertainty quantification algorithms for high-dimensional models: theory and practice. (English) Zbl 1349.62133 J. Comput. Phys. 321, 259-278 (2016). MSC: 62G08 62H25 65C05 PDF BibTeX XML Cite \textit{W. Li} et al., J. Comput. Phys. 321, 259--278 (2016; Zbl 1349.62133) Full Text: DOI OpenURL
Prendergast, Luke A.; Healey, Alan F. Improving estimated sufficient summary plots in dimension reduction using minimization criteria based on initial estimates. (English) Zbl 1347.65029 Comput. Stat. 31, No. 3, 899-922 (2016). MSC: 65C60 62H25 62J99 PDF BibTeX XML Cite \textit{L. A. Prendergast} and \textit{A. F. Healey}, Comput. Stat. 31, No. 3, 899--922 (2016; Zbl 1347.65029) Full Text: DOI OpenURL
Portier, François An empirical process view of inverse regression. (English) Zbl 06628986 Scand. J. Stat. 43, No. 3, 827-844 (2016). MSC: 62J02 62F40 PDF BibTeX XML Cite \textit{F. Portier}, Scand. J. Stat. 43, No. 3, 827--844 (2016; Zbl 06628986) Full Text: DOI OpenURL
Yu, Zhou; Dong, Yuexiao Model-free coordinate test and variable selection via directional regression. (English) Zbl 1356.62073 Stat. Sin. 26, No. 3, 1159-1174 (2016). MSC: 62H15 62G08 PDF BibTeX XML Cite \textit{Z. Yu} and \textit{Y. Dong}, Stat. Sin. 26, No. 3, 1159--1174 (2016; Zbl 1356.62073) Full Text: DOI OpenURL
Dong, Yuexiao; Yang, Chaozheng; Yu, Zhou On permutation tests for predictor contribution in sufficient dimension reduction. (English) Zbl 1341.62106 J. Multivariate Anal. 149, 81-91 (2016). MSC: 62G08 62G10 62G20 PDF BibTeX XML Cite \textit{Y. Dong} et al., J. Multivariate Anal. 149, 81--91 (2016; Zbl 1341.62106) Full Text: DOI OpenURL
Xu, Kelin; Guo, Wensheng; Xiong, Momiao; Zhu, Liping; Jin, Li An estimating equation approach to dimension reduction for longitudinal data. (English) Zbl 1452.62475 Biometrika 103, No. 1, 189-203 (2016). MSC: 62H30 62G08 62F12 62B10 PDF BibTeX XML Cite \textit{K. Xu} et al., Biometrika 103, No. 1, 189--203 (2016; Zbl 1452.62475) Full Text: DOI OpenURL
Lian, Heng; Wang, Qin Kernel additive sliced inverse regression. (English) Zbl 1360.62181 Stat. Sin. 26, No. 2, 527-546 (2016). MSC: 62G08 62G05 62G20 PDF BibTeX XML Cite \textit{H. Lian} and \textit{Q. Wang}, Stat. Sin. 26, No. 2, 527--546 (2016; Zbl 1360.62181) Full Text: DOI OpenURL
Guo, Zifang; Li, Lexin; Lu, Wenbin; Li, Bing Groupwise dimension reduction via envelope method. (English) Zbl 1373.62156 J. Am. Stat. Assoc. 110, No. 512, 1515-1527 (2015). MSC: 62G08 62J02 62H25 PDF BibTeX XML Cite \textit{Z. Guo} et al., J. Am. Stat. Assoc. 110, No. 512, 1515--1527 (2015; Zbl 1373.62156) Full Text: DOI OpenURL
Cui, Wenquan; Wu, Chenglong An approach to estimating nonlinear sufficient dimension reduction subspace for censored survival data. (Chinese. English summary) Zbl 1349.62475 J. Univ. Sci. Technol. China 45, No. 9, 709-716 (2015). MSC: 62N02 62G08 PDF BibTeX XML Cite \textit{W. Cui} and \textit{C. Wu}, J. Univ. Sci. Technol. China 45, No. 9, 709--716 (2015; Zbl 1349.62475) Full Text: DOI OpenURL
Lian, Heng Functional sufficient dimension reduction: convergence rates and multiple functional case. (English) Zbl 1326.62091 J. Stat. Plann. Inference 167, 58-68 (2015). MSC: 62G08 62H25 65C60 62P12 PDF BibTeX XML Cite \textit{H. Lian}, J. Stat. Plann. Inference 167, 58--68 (2015; Zbl 1326.62091) Full Text: DOI OpenURL
Lue, Heng-Hui An inverse-regression method of dependent variable transformation for dimension reduction with non-linear confounding. (English) Zbl 1360.62375 Scand. J. Stat. 42, No. 3, 760-774 (2015). MSC: 62J02 62J12 62H25 PDF BibTeX XML Cite \textit{H.-H. Lue}, Scand. J. Stat. 42, No. 3, 760--774 (2015; Zbl 1360.62375) Full Text: DOI OpenURL
Zeng, Bilin; Yu, Zhou; Wen, Xuerong Meggie A note on cumulative mean estimation. (English) Zbl 1396.62082 Stat. Probab. Lett. 96, 322-327 (2015). MSC: 62G08 62H12 62G20 PDF BibTeX XML Cite \textit{B. Zeng} et al., Stat. Probab. Lett. 96, 322--327 (2015; Zbl 1396.62082) Full Text: DOI OpenURL
Liu, Xuejing; Yu, Zhou; Wen, Xuerong Meggie; Paige, Robert On testing common indices for two multi-index models: a link-free approach. (English) Zbl 1308.62137 J. Multivariate Anal. 136, 75-85 (2015). MSC: 62H15 62H25 62G08 62G20 PDF BibTeX XML Cite \textit{X. Liu} et al., J. Multivariate Anal. 136, 75--85 (2015; Zbl 1308.62137) Full Text: DOI OpenURL
Dong, Yuexiao; Yu, Zhou; Zhu, Liping Robust inverse regression for dimension reduction. (English) Zbl 1305.62207 J. Multivariate Anal. 134, 71-81 (2015). MSC: 62H12 62H30 62F35 62G35 PDF BibTeX XML Cite \textit{Y. Dong} et al., J. Multivariate Anal. 134, 71--81 (2015; Zbl 1305.62207) Full Text: DOI OpenURL
Ding, Shanshan; Cook, R. Dennis Tensor sliced inverse regression. (English) Zbl 1302.62127 J. Multivariate Anal. 133, 216-231 (2015). MSC: 62H12 62G08 62G20 62H30 62H35 PDF BibTeX XML Cite \textit{S. Ding} and \textit{R. D. Cook}, J. Multivariate Anal. 133, 216--231 (2015; Zbl 1302.62127) Full Text: DOI OpenURL
Ma, Yanyuan; Zhu, Liping On estimation efficiency of the central mean subspace. (English) Zbl 1411.62104 J. R. Stat. Soc., Ser. B, Stat. Methodol. 76, No. 5, 885-901 (2014). MSC: 62G08 62G05 62G20 PDF BibTeX XML Cite \textit{Y. Ma} and \textit{L. Zhu}, J. R. Stat. Soc., Ser. B, Stat. Methodol. 76, No. 5, 885--901 (2014; Zbl 1411.62104) Full Text: DOI OpenURL
Coudret, R.; Girard, S.; Saracco, J. A new sliced inverse regression method for multivariate response. (English) Zbl 06984026 Comput. Stat. Data Anal. 77, 285-299 (2014). MSC: 62-XX PDF BibTeX XML Cite \textit{R. Coudret} et al., Comput. Stat. Data Anal. 77, 285--299 (2014; Zbl 06984026) Full Text: DOI OpenURL
Cook, R. Dennis; Zhang, Xin Fused estimators of the central subspace in sufficient dimension reduction. (English) Zbl 1367.62112 J. Am. Stat. Assoc. 109, No. 506, 815-827 (2014). MSC: 62G08 62J05 62H12 PDF BibTeX XML Cite \textit{R. D. Cook} and \textit{X. Zhang}, J. Am. Stat. Assoc. 109, No. 506, 815--827 (2014; Zbl 1367.62112) Full Text: DOI OpenURL
Chavent, Marie; Girard, Stéphane; Kuentz-Simonet, Vanessa; Liquet, Benoit; Nguyen, Thi Mong Ngoc; Saracco, Jérôme A sliced inverse regression approach for data stream. (English) Zbl 1306.65040 Comput. Stat. 29, No. 5, 1129-1152 (2014). MSC: 65C60 62G08 62J02 62H12 62H99 PDF BibTeX XML Cite \textit{M. Chavent} et al., Comput. Stat. 29, No. 5, 1129--1152 (2014; Zbl 1306.65040) Full Text: DOI OpenURL
Liski, Eero; Nordhausen, Klaus; Oja, Hannu Supervised invariant coordinate selection. (English) Zbl 1326.62092 Statistics 48, No. 4, 711-731 (2014). MSC: 62G08 62H20 62H25 PDF BibTeX XML Cite \textit{E. Liski} et al., Statistics 48, No. 4, 711--731 (2014; Zbl 1326.62092) Full Text: DOI OpenURL
Wang, T.; Guo, X.; Zhu, L.; Xu, P. Transformed sufficient dimension reduction. (English) Zbl 1306.62099 Biometrika 101, No. 4, 815-829 (2014). MSC: 62G08 PDF BibTeX XML Cite \textit{T. Wang} et al., Biometrika 101, No. 4, 815--829 (2014; Zbl 1306.62099) Full Text: DOI OpenURL
Jiang, Bo; Liu, Jun S. Variable selection for general index models via sliced inverse regression. (English) Zbl 1305.62234 Ann. Stat. 42, No. 5, 1751-1786 (2014). MSC: 62J02 62H25 62P10 PDF BibTeX XML Cite \textit{B. Jiang} and \textit{J. S. Liu}, Ann. Stat. 42, No. 5, 1751--1786 (2014; Zbl 1305.62234) Full Text: DOI Euclid OpenURL
Yu, Yue; Chen, Zhihong; Yang, Jie Cluster-based regularized sliced inverse regression for forecasting macroeconomic variables. (English) Zbl 1294.93088 J. Syst. Sci. Complex. 27, No. 1, 75-91 (2014). MSC: 93E25 91B64 PDF BibTeX XML Cite \textit{Y. Yu} et al., J. Syst. Sci. Complex. 27, No. 1, 75--91 (2014; Zbl 1294.93088) Full Text: DOI OpenURL
Shevlyakova, Maya; Morgenthaler, Stephan Sliced inverse regression for survival data. (English) Zbl 1416.62229 Stat. Pap. 55, No. 1, 209-220 (2014). MSC: 62G08 62N01 PDF BibTeX XML Cite \textit{M. Shevlyakova} and \textit{S. Morgenthaler}, Stat. Pap. 55, No. 1, 209--220 (2014; Zbl 1416.62229) Full Text: DOI OpenURL
Lian, Heng; Li, Gaorong Series expansion for functional sufficient dimension reduction. (English) Zbl 1278.62055 J. Multivariate Anal. 124, 150-165 (2014). MSC: 62G08 62H25 62H12 65C60 PDF BibTeX XML Cite \textit{H. Lian} and \textit{G. Li}, J. Multivariate Anal. 124, 150--165 (2014; Zbl 1278.62055) Full Text: DOI OpenURL
Yu, Zhou; Dong, Yuexiao; Huang, Mian General directional regression. (English) Zbl 1278.62102 J. Multivariate Anal. 124, 94-104 (2014). MSC: 62J02 62G08 65C60 62H12 PDF BibTeX XML Cite \textit{Z. Yu} et al., J. Multivariate Anal. 124, 94--104 (2014; Zbl 1278.62102) Full Text: DOI OpenURL
Ma, Yanyuan; Zhu, Liping A review on dimension reduction. (English. French summary) Zbl 1416.62220 Int. Stat. Rev. 81, No. 1, 134-150 (2013). MSC: 62G08 62-02 PDF BibTeX XML Cite \textit{Y. Ma} and \textit{L. Zhu}, Int. Stat. Rev. 81, No. 1, 134--150 (2013; Zbl 1416.62220) Full Text: DOI OpenURL
Hino, Hideitsu; Wakayama, Keigo; Murata, Noboru Entropy-based sliced inverse regression. (English) Zbl 06970876 Comput. Stat. Data Anal. 67, 105-114 (2013). MSC: 62-XX PDF BibTeX XML Cite \textit{H. Hino} et al., Comput. Stat. Data Anal. 67, 105--114 (2013; Zbl 06970876) Full Text: DOI OpenURL
Hilafu, Haileab; Yin, Xiangrong Sufficient dimension reduction in multivariate regressions with categorical predictors. (English) Zbl 06958936 Comput. Stat. Data Anal. 63, 139-147 (2013). MSC: 62-08 62G08 62H12 PDF BibTeX XML Cite \textit{H. Hilafu} and \textit{X. Yin}, Comput. Stat. Data Anal. 63, 139--147 (2013; Zbl 06958936) Full Text: DOI OpenURL
Wang, Tao; Zhu, Lixing Sparse sufficient dimension reduction using optimal scoring. (English) Zbl 1365.62226 Comput. Stat. Data Anal. 57, No. 1, 223-232 (2013). MSC: 62H25 PDF BibTeX XML Cite \textit{T. Wang} and \textit{L. Zhu}, Comput. Stat. Data Anal. 57, No. 1, 223--232 (2013; Zbl 1365.62226) Full Text: DOI OpenURL
Dong, Yuexiao; Zhu, Liping Direction estimation in the single-index model with missing values. (English) Zbl 1327.62016 Stat. Interface 6, No. 3, 379-385 (2013). MSC: 62-07 62J05 PDF BibTeX XML Cite \textit{Y. Dong} and \textit{L. Zhu}, Stat. Interface 6, No. 3, 379--385 (2013; Zbl 1327.62016) Full Text: DOI OpenURL
Yao, Wei-Ting; Wu, Han-Ming Isometric sliced inverse regression for nonlinear manifold learning. (English) Zbl 1322.62179 Stat. Comput. 23, No. 5, 563-576 (2013). MSC: 62H30 62J02 68T05 PDF BibTeX XML Cite \textit{W.-T. Yao} and \textit{H.-M. Wu}, Stat. Comput. 23, No. 5, 563--576 (2013; Zbl 1322.62179) Full Text: DOI OpenURL
Lue, Heng-Hui; You, Bing-Ran High-dimensional regression analysis with treatment comparisons. (English) Zbl 1305.65056 Comput. Stat. 28, No. 3, 1299-1317 (2013). MSC: 65C60 PDF BibTeX XML Cite \textit{H.-H. Lue} and \textit{B.-R. You}, Comput. Stat. 28, No. 3, 1299--1317 (2013; Zbl 1305.65056) Full Text: DOI OpenURL
Yu, Zhou; Zhu, Liping; Peng, Heng; Zhu, Lixing Dimension reduction and predictor selection in semiparametric models. (English) Zbl 1284.62271 Biometrika 100, No. 3, 641-654 (2013). MSC: 62G08 62G05 65C60 PDF BibTeX XML Cite \textit{Z. Yu} et al., Biometrika 100, No. 3, 641--654 (2013; Zbl 1284.62271) Full Text: DOI OpenURL
Wei, Susan; Kosorok, Michael R. Latent supervised learning. (English) Zbl 06224979 J. Am. Stat. Assoc. 108, No. 503, 957-970 (2013). MSC: 62-XX PDF BibTeX XML Cite \textit{S. Wei} and \textit{M. R. Kosorok}, J. Am. Stat. Assoc. 108, No. 503, 957--970 (2013; Zbl 06224979) Full Text: DOI OpenURL
Ma, Yanyuan; Zhu, Liping Efficient estimation in sufficient dimension reduction. (English) Zbl 1347.62089 Ann. Stat. 41, No. 1, 250-268 (2013). MSC: 62H12 62J02 62F12 62G08 PDF BibTeX XML Cite \textit{Y. Ma} and \textit{L. Zhu}, Ann. Stat. 41, No. 1, 250--268 (2013; Zbl 1347.62089) Full Text: DOI Euclid arXiv OpenURL
Lee, Kuang-Yao; Li, Bing; Chiaromonte, Francesca A general theory for nonlinear sufficient dimension reduction: formulation and estimation. (English) Zbl 1347.62018 Ann. Stat. 41, No. 1, 221-249 (2013). MSC: 62B05 62G08 62H30 PDF BibTeX XML Cite \textit{K.-Y. Lee} et al., Ann. Stat. 41, No. 1, 221--249 (2013; Zbl 1347.62018) Full Text: DOI Euclid arXiv OpenURL
Yu, Zhou; Dong, Yuexiao; Guo, Ranwei On determining the structural dimension via directional regression. (English) Zbl 06162765 Stat. Probab. Lett. 83, No. 4, 987-992 (2013). MSC: 62-XX PDF BibTeX XML Cite \textit{Z. Yu} et al., Stat. Probab. Lett. 83, No. 4, 987--992 (2013; Zbl 06162765) Full Text: DOI OpenURL
Shaikhet, Leonid Lyapunov functionals and stability of stochastic functional differential equations. (English) Zbl 1277.34003 Cham: Springer (ISBN 978-3-319-00100-5/hbk; 978-3-319-00101-2/ebook). xii, 342 p. (2013). Reviewer: Alexandra Rodkina (Kingston/Jamaica) MSC: 34-02 34K50 93D05 93D30 34K20 34F05 34K60 PDF BibTeX XML Cite \textit{L. Shaikhet}, Lyapunov functionals and stability of stochastic functional differential equations. Cham: Springer (2013; Zbl 1277.34003) Full Text: DOI OpenURL
Dong, Yuexiao; Zhu, Liping A note on sliced inverse regression with missing predictors. (English) Zbl 07260319 Stat. Anal. Data Min. 5, No. 2, 128-138 (2012). MSC: 62-XX 68-XX PDF BibTeX XML Cite \textit{Y. Dong} and \textit{L. Zhu}, Stat. Anal. Data Min. 5, No. 2, 128--138 (2012; Zbl 07260319) Full Text: DOI OpenURL
Zhong, Wenxuan; Zhang, Tingting; Zhu, Yu; Liu, Jun S. Correlation pursuit: forward stepwise variable selection for index models. (English) Zbl 1411.62050 J. R. Stat. Soc., Ser. B, Stat. Methodol. 74, No. 5, 849-870 (2012). MSC: 62F07 62G08 62H20 62P10 92D20 PDF BibTeX XML Cite \textit{W. Zhong} et al., J. R. Stat. Soc., Ser. B, Stat. Methodol. 74, No. 5, 849--870 (2012; Zbl 1411.62050) Full Text: DOI OpenURL
Liquet, Benoît; Saracco, Jérôme A graphical tool for selecting the number of slices and the dimension of the model in SIR and SAVE approaches. (English) Zbl 1304.65054 Comput. Stat. 27, No. 1, 103-125 (2012). MSC: 65C60 PDF BibTeX XML Cite \textit{B. Liquet} and \textit{J. Saracco}, Comput. Stat. 27, No. 1, 103--125 (2012; Zbl 1304.65054) Full Text: DOI OpenURL
Bercu, Bernard; Nguyen, Thi Mong Ngoc; Saracco, Jérôme A new approach on recursive and non-recursive SIR methods. (English) Zbl 1296.62137 J. Korean Stat. Soc. 41, No. 1, 17-36 (2012). MSC: 62H99 62G08 PDF BibTeX XML Cite \textit{B. Bercu} et al., J. Korean Stat. Soc. 41, No. 1, 17--36 (2012; Zbl 1296.62137) Full Text: DOI OpenURL
Ma, Yanyuan; Zhu, Liping A semiparametric approach to dimension reduction. (English) Zbl 1261.62037 J. Am. Stat. Assoc. 107, No. 497, 168-179 (2012). MSC: 62G08 62G05 65C60 PDF BibTeX XML Cite \textit{Y. Ma} and \textit{L. Zhu}, J. Am. Stat. Assoc. 107, No. 497, 168--179 (2012; Zbl 1261.62037) Full Text: DOI OpenURL
Jiofack, Jean Gérard Aghoukeng; Nkiet, Guy Martial Testing independence of random vectors by inverse regressions. (English) Zbl 1258.62064 Afr. Stat. 7, No. 1, 425-440 (2012). MSC: 62H15 62E20 65C60 62J99 PDF BibTeX XML Cite \textit{J. G. A. Jiofack} and \textit{G. M. Nkiet}, Afr. Stat. 7, 425--440 (2012; Zbl 1258.62064) Full Text: Euclid OpenURL
Zhu, Liping; Wang, Tao; Zhu, Lixing Sufficient dimension reduction in regression with missing predictors. (English) Zbl 1253.62033 Stat. Sin. 22, No. 4, 1611-1637 (2012). MSC: 62G08 62G20 62F12 65C60 PDF BibTeX XML Cite \textit{L. Zhu} et al., Stat. Sin. 22, No. 4, 1611--1637 (2012; Zbl 1253.62033) Full Text: Link OpenURL
Hung, Hung A two-stage dimension-reduction method for transformed responses and its applications. (English) Zbl 1452.62815 Biometrika 99, No. 4, 865-877 (2012). MSC: 62P10 62H05 62H30 62N01 PDF BibTeX XML Cite \textit{H. Hung}, Biometrika 99, No. 4, 865--877 (2012; Zbl 1452.62815) Full Text: DOI OpenURL
Zhao, Junlong; Yin, Yuliang; Xu, Xingzhong Penalized weighted variance estimate for dimension reduction. (English) Zbl 1319.62091 Commun. Stat., Theory Methods 41, No. 3, 453-473 (2012). MSC: 62G08 62H05 PDF BibTeX XML Cite \textit{J. Zhao} et al., Commun. Stat., Theory Methods 41, No. 3, 453--473 (2012; Zbl 1319.62091) Full Text: DOI OpenURL
Yu, Zhou; Zhu, Lixing; Wen, Xuerong Meggie On model-free conditional coordinate tests for regressions. (English) Zbl 1352.62088 J. Multivariate Anal. 109, 61-72 (2012). MSC: 62H15 62H25 62G08 62G20 PDF BibTeX XML Cite \textit{Z. Yu} et al., J. Multivariate Anal. 109, 61--72 (2012; Zbl 1352.62088) Full Text: DOI OpenURL
Sun, Wei; Li, Lexin Multiple loci mapping via model-free variable selection. (English) Zbl 1241.62167 Biometrics 68, No. 1, 12-22 (2012). MSC: 62P10 92C40 92D10 62J99 65C60 PDF BibTeX XML Cite \textit{W. Sun} and \textit{L. Li}, Biometrics 68, No. 1, 12--22 (2012; Zbl 1241.62167) Full Text: DOI OpenURL
Wang, Qin; Yin, Xiangrong Estimation of inverse mean: an orthogonal series approach. (English) Zbl 1328.65045 Comput. Stat. Data Anal. 55, No. 4, 1656-1664 (2011). MSC: 65C60 62-07 62F10 PDF BibTeX XML Cite \textit{Q. Wang} and \textit{X. Yin}, Comput. Stat. Data Anal. 55, No. 4, 1656--1664 (2011; Zbl 1328.65045) Full Text: DOI OpenURL
Shaker, Amanda J.; Prendergast, Luke A. Iterative application of dimension reduction methods. (English) Zbl 1271.62143 Electron. J. Stat. 5, 1471-1494 (2011). MSC: 62J02 62H30 PDF BibTeX XML Cite \textit{A. J. Shaker} and \textit{L. A. Prendergast}, Electron. J. Stat. 5, 1471--1494 (2011; Zbl 1271.62143) Full Text: DOI Euclid OpenURL