Lin, Qian; Li, Xinran; Huang, Dongming; Liu, Jun S. On the optimality of sliced inverse regression in high dimensions. (English) Zbl 07319854 Ann. Stat. 49, No. 1, 1-20 (2021). MSC: 62J02 62H25 90C90 PDF BibTeX XML Cite \textit{Q. Lin} et al., Ann. Stat. 49, No. 1, 1--20 (2021; Zbl 07319854) Full Text: DOI Euclid
Dong, Yuexiao A brief review of linear sufficient dimension reduction through optimization. (English) Zbl 1455.62032 J. Stat. Plann. Inference 211, 154-161 (2021). MSC: 62B10 62A01 PDF BibTeX XML Cite \textit{Y. Dong}, J. Stat. Plann. Inference 211, 154--161 (2021; Zbl 1455.62032) Full Text: DOI
Babos, Stephen; Artemiou, Andreas Sliced inverse median difference regression. (English) Zbl 07300213 Stat. Methods Appl. 29, No. 4, 937-954 (2020). MSC: 62J02 62G35 62G32 PDF BibTeX XML Cite \textit{S. Babos} and \textit{A. Artemiou}, Stat. Methods Appl. 29, No. 4, 937--954 (2020; Zbl 07300213) Full Text: DOI
Ding, Shanshan; Qian, Wei; Wang, Lan Double-slicing assisted sufficient dimension reduction for high-dimensional censored data. (English) Zbl 1455.62192 Ann. Stat. 48, No. 4, 2132-2154 (2020). MSC: 62N01 62N02 62H20 62J07 62J20 62G07 62G08 62P10 PDF BibTeX XML Cite \textit{S. Ding} et al., Ann. Stat. 48, No. 4, 2132--2154 (2020; Zbl 1455.62192) Full Text: DOI Euclid
Huang, Ming-Yueh; Chan, Kwun Chuen Gary Sufficient dimension reduction with simultaneous estimation of effective dimensions for time-to-event data. (English) Zbl 1453.62458 Stat. Sin. 30, No. 3, 1285-1311 (2020). MSC: 62G08 62G20 PDF BibTeX XML Cite \textit{M.-Y. Huang} and \textit{K. C. G. Chan}, Stat. Sin. 30, No. 3, 1285--1311 (2020; Zbl 1453.62458) Full Text: DOI
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
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
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). 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
Kim, Kyongwon; Li, Bing; Yu, Zhou; Li, Lexin On post dimension reduction statistical inference. (English) Zbl 1452.62284 Ann. Stat. 48, No. 3, 1567-1592 (2020). Reviewer: Annibal Parracho Sant’Anna (Rio de Janeiro) MSC: 62G08 62J02 62H15 62P20 62P30 PDF BibTeX XML Cite \textit{K. Kim} et al., Ann. Stat. 48, No. 3, 1567--1592 (2020; Zbl 1452.62284) Full Text: DOI Euclid
Feng, Zhenghui; Lin, Lu; Zhu, Ruoqing; Zhu, Lixing Nonparametric variable selection and its application to additive models. (English) Zbl 07205440 Ann. Inst. Stat. Math. 72, No. 3, 827-854 (2020). MSC: 62G08 62P20 62P25 PDF BibTeX XML Cite \textit{Z. Feng} et al., Ann. Inst. Stat. Math. 72, No. 3, 827--854 (2020; Zbl 07205440) Full Text: DOI
Zhu, Xuehu; Guo, Xu; Wang, Tao; Zhu, Lixing Dimensionality determination: a thresholding double ridge ratio approach. (English) Zbl 07198035 Comput. Stat. Data Anal. 146, Article ID 106910, 18 p. (2020). MSC: 62 PDF BibTeX XML Cite \textit{X. Zhu} et al., Comput. Stat. Data Anal. 146, Article ID 106910, 18 p. (2020; Zbl 07198035) Full Text: DOI
Zahm, Olivier; Constantine, Paul G.; Prieur, Clémentine; Marzouk, Youssef M. Gradient-based dimension reduction of multivariate vector-valued functions. (English) Zbl 1433.41007 SIAM J. Sci. Comput. 42, No. 1, A534-A558 (2020). MSC: 41A30 41A63 65D15 PDF BibTeX XML Cite \textit{O. Zahm} et al., SIAM J. Sci. Comput. 42, No. 1, A534--A558 (2020; Zbl 1433.41007) Full Text: DOI
Zhang, Jia; Chen, Xin Principal envelope model. (English) Zbl 1437.62222 J. Stat. Plann. Inference 206, 249-262 (2020). MSC: 62H25 62H12 62J05 62R30 PDF BibTeX XML Cite \textit{J. Zhang} and \textit{X. Chen}, J. Stat. Plann. Inference 206, 249--262 (2020; Zbl 1437.62222) Full Text: DOI
Christou, Eliana Central quantile subspace. (English) Zbl 1437.62140 Stat. Comput. 30, No. 3, 677-695 (2020). MSC: 62G08 62H12 62G07 62G05 62-08 PDF BibTeX XML Cite \textit{E. Christou}, Stat. Comput. 30, No. 3, 677--695 (2020; Zbl 1437.62140) Full Text: DOI
Glaws, Andrew; Constantine, Paul G.; Cook, R. Dennis Inverse regression for ridge recovery: a data-driven approach for parameter reduction in computer experiments. (English) Zbl 1436.62337 Stat. Comput. 30, No. 2, 237-253 (2020). MSC: 62J07 62G08 62H25 PDF BibTeX XML Cite \textit{A. Glaws} et al., Stat. Comput. 30, No. 2, 237--253 (2020; Zbl 1436.62337) Full Text: DOI
Chen, Feifei; Jiang, Qing; Feng, Zhenghui; Zhu, Lixing Model checks for functional linear regression models based on projected empirical processes. (English) Zbl 07160709 Comput. Stat. Data Anal. 144, Article ID 106897, 22 p. (2020). MSC: 62 PDF BibTeX XML Cite \textit{F. Chen} et al., Comput. Stat. Data Anal. 144, Article ID 106897, 22 p. (2020; Zbl 07160709) Full Text: DOI
Yan, Mei; Kong, Efang; Xia, Yingcun Quantile based dimension reduction in censored regression. (English) Zbl 07135533 Comput. Stat. Data Anal. 142, Article ID 106818, 16 p. (2020). MSC: 62 PDF BibTeX XML Cite \textit{M. Yan} et al., Comput. Stat. Data Anal. 142, Article ID 106818, 16 p. (2020; Zbl 07135533) Full Text: DOI
Zhang, Hong-Fan; Huang, Lei; Liu, Lian-Lian On bootstrap consistency of MAVE for single index models. (English) Zbl 07135454 Comput. Stat. Data Anal. 141, 28-39 (2020). MSC: 62 PDF BibTeX XML Cite \textit{H.-F. Zhang} et al., Comput. Stat. Data Anal. 141, 28--39 (2020; Zbl 07135454) Full Text: DOI
Wu, Wenbo; Hilafu, Haileab; Xue, Yuan Simultaneous estimation for semi-parametric multi-index models. (English) Zbl 07193842 J. Stat. Comput. Simulation 89, No. 12, 2354-2372 (2019). MSC: 62 PDF BibTeX XML Cite \textit{W. Wu} et al., J. Stat. Comput. Simulation 89, No. 12, 2354--2372 (2019; Zbl 07193842) Full Text: DOI
Yao, Weixin; Nandy, Debmalya; Lindsay, Bruce G.; Chiaromonte, Francesca Covariate information matrix for sufficient dimension reduction. (English) Zbl 1428.62341 J. Am. Stat. Assoc. 114, No. 528, 1752-1764 (2019). MSC: 62J10 62G07 PDF BibTeX XML Cite \textit{W. Yao} et al., J. Am. Stat. Assoc. 114, No. 528, 1752--1764 (2019; Zbl 1428.62341) Full Text: DOI
Fan, Guo-Liang; Xu, Hong-Xia; Liang, Han-Ying Dimension reduction estimation for central mean subspace with missing multivariate response. (English) Zbl 1428.62222 J. Multivariate Anal. 174, Article ID 104542, 18 p. (2019). MSC: 62H12 62G08 62G20 PDF BibTeX XML Cite \textit{G.-L. Fan} et al., J. Multivariate Anal. 174, Article ID 104542, 18 p. (2019; Zbl 1428.62222) Full Text: DOI
Zhang, Jia; Chen, Xin Robust sufficient dimension reduction via ball covariance. (English) Zbl 07132596 Comput. Stat. Data Anal. 140, 144-154 (2019). MSC: 62 PDF BibTeX XML Cite \textit{J. Zhang} and \textit{X. Chen}, Comput. Stat. Data Anal. 140, 144--154 (2019; Zbl 07132596) Full Text: DOI
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
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
Zhou, Shengbin; Zhou, Jingke; Zhang, Bo High-dimensional generalized linear models incorporating graphical structure among predictors. (English) Zbl 1431.62322 Electron. J. Stat. 13, No. 2, 3161-3194 (2019). MSC: 62J12 62A09 62P10 PDF BibTeX XML Cite \textit{S. Zhou} et al., Electron. J. Stat. 13, No. 2, 3161--3194 (2019; Zbl 1431.62322) Full Text: DOI Euclid
Zhou, Zhiyang Functional continuum regression. (English) Zbl 1422.62213 J. Multivariate Anal. 173, 328-346 (2019). MSC: 62H25 62G08 PDF BibTeX XML Cite \textit{Z. Zhou}, J. Multivariate Anal. 173, 328--346 (2019; Zbl 1422.62213) Full Text: DOI
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
Artemiou, Andreas Using adaptively weighted large margin classifiers for robust sufficient dimension reduction. (English) Zbl 1429.62233 Statistics 53, No. 5, 1037-1051 (2019). Reviewer: Denis Sidorov (Irkutsk) MSC: 62H30 62G35 62G32 PDF BibTeX XML Cite \textit{A. Artemiou}, Statistics 53, No. 5, 1037--1051 (2019; Zbl 1429.62233) Full Text: DOI
Coleman, Kayla D.; Lewis, Allison; Smith, Ralph C.; Williams, Brian; Morris, Max; Khuwaileh, Bassam Gradient-free construction of active subspaces for dimension reduction in complex models with applications to neutronics. (English) Zbl 1453.62561 SIAM/ASA J. Uncertain. Quantif. 7, 117-142 (2019). MSC: 62H99 62H25 62-08 PDF BibTeX XML Cite \textit{K. D. Coleman} et al., SIAM/ASA J. Uncertain. Quantif. 7, 117--142 (2019; Zbl 1453.62561) Full Text: DOI
Tan, Falong; Zhu, Lixing Adaptive-to-model checking for regressions with diverging number of predictors. (English) Zbl 1425.62069 Ann. Stat. 47, No. 4, 1960-1994 (2019). Reviewer: Marius Iosifescu (Bucureşti) MSC: 62G10 62M07 62J02 PDF BibTeX XML Cite \textit{F. Tan} and \textit{L. Zhu}, Ann. Stat. 47, No. 4, 1960--1994 (2019; Zbl 1425.62069) Full Text: DOI Euclid
Chen, Xianyan; Yuan, Qingcong; Yin, Xiangrong Sufficient dimension reduction via distance covariance with multivariate responses. (English) Zbl 1418.62230 J. Nonparametric Stat. 31, No. 2, 268-288 (2019). MSC: 62H12 62G05 62G08 62H20 PDF BibTeX XML Cite \textit{X. Chen} et al., J. Nonparametric Stat. 31, No. 2, 268--288 (2019; Zbl 1418.62230) Full Text: DOI
Cook, R. Dennis; Forzani, Liliana Partial least squares prediction in high-dimensional regression. (English) Zbl 1416.62389 Ann. Stat. 47, No. 2, 884-908 (2019). Reviewer: Oleksandr Kukush (Kyïv) MSC: 62J05 62H12 62F12 PDF BibTeX XML Cite \textit{R. D. Cook} and \textit{L. Forzani}, Ann. Stat. 47, No. 2, 884--908 (2019; Zbl 1416.62389) Full Text: DOI Euclid
Kim, Hyungwoo; Wu, Yichao; Shin, Seung Jun Quantile-slicing estimation for dimension reduction in regression. (English) Zbl 1432.62096 J. Stat. Plann. Inference 198, 1-12 (2019). MSC: 62G08 62H12 62G20 62-08 PDF BibTeX XML Cite \textit{H. Kim} et al., J. Stat. Plann. Inference 198, 1--12 (2019; Zbl 1432.62096) Full Text: DOI
Yoo, Jae Keun Response dimension reduction: model-based approach. (English) Zbl 07302497 Statistics 52, No. 2, 409-425 (2018). MSC: 62H12 62J05 62G08 62P10 PDF BibTeX XML Cite \textit{J. K. Yoo}, Statistics 52, No. 2, 409--425 (2018; Zbl 07302497) Full Text: DOI
Huwang, Longcheen; Lin, Jian-Chi; Lin, Li-Wei A spatial rank-based EWMA chart for monitoring linear profiles. (English) Zbl 07192732 J. Stat. Comput. Simulation 88, No. 18, 3620-3649 (2018). MSC: 62 PDF BibTeX XML Cite \textit{L. Huwang} et al., J. Stat. Comput. Simulation 88, No. 18, 3620--3649 (2018; Zbl 07192732) Full Text: DOI
Zhang, Junhua; Lin, Bingqing; Zhou, Yan; Zhang, Jun Dimension reduction regressions with measurement errors subject to additive distortion. (English) Zbl 07192679 J. Stat. Comput. Simulation 88, No. 13, 2631-2649 (2018). MSC: 62G05 62G08 62G20 PDF BibTeX XML Cite \textit{J. Zhang} et al., J. Stat. Comput. Simulation 88, No. 13, 2631--2649 (2018; Zbl 07192679) Full Text: DOI
Xie, Chuanlong; Zhu, Lixing A minimum projected-distance test for parametric single-index Berkson models. (English) Zbl 1417.62035 Test 27, No. 3, 700-715 (2018). MSC: 62F03 62F05 PDF BibTeX XML Cite \textit{C. Xie} and \textit{L. Zhu}, Test 27, No. 3, 700--715 (2018; Zbl 1417.62035) Full Text: DOI
Weng, Jiaying; Yin, Xiangrong Fourier transform approach for inverse dimension reduction method. (English) Zbl 1411.62145 J. Nonparametric Stat. 30, No. 4, 1049-1071 (2018). Reviewer: Wiesław Dziubdziela (Miedziana Gora) MSC: 62H12 60G99 PDF BibTeX XML Cite \textit{J. Weng} and \textit{X. Yin}, J. Nonparametric Stat. 30, No. 4, 1049--1071 (2018; Zbl 1411.62145) Full Text: DOI
Dong, Yuexiao; Li, Zeda On sliced inverse regression with missing values. (English) Zbl 1408.62067 J. Nonparametric Stat. 30, No. 4, 990-1002 (2018). MSC: 62G08 62G20 62P10 PDF BibTeX XML Cite \textit{Y. Dong} and \textit{Z. Li}, J. Nonparametric Stat. 30, No. 4, 990--1002 (2018; Zbl 1408.62067) Full Text: DOI
Zhang, Jun; He, Baohua; Lu, Tao; Wen, Songqiao Dimension reduction based on conditional multiple index density function. (English) Zbl 1404.62036 Braz. J. Probab. Stat. 32, No. 4, 851-872 (2018). MSC: 62G07 62G08 62G20 62P30 PDF BibTeX XML Cite \textit{J. Zhang} et al., Braz. J. Probab. Stat. 32, No. 4, 851--872 (2018; Zbl 1404.62036) Full Text: DOI Euclid
Guo, Xu; Fang, Yun; Zhu, Xuehu; Xu, Wangli; Zhu, Lixing Semiparametric double robust and efficient estimation for mean functionals with response missing at random. (English) Zbl 06957720 Comput. Stat. Data Anal. 128, 325-339 (2018). MSC: 62 PDF BibTeX XML Cite \textit{X. Guo} et al., Comput. Stat. Data Anal. 128, 325--339 (2018; Zbl 06957720) Full Text: DOI
Zhang, Hongfan Quasi-likelihood estimation of the single index conditional variance model. (English) Zbl 06957704 Comput. Stat. Data Anal. 128, 58-72 (2018). MSC: 62 PDF BibTeX XML Cite \textit{H. Zhang}, Comput. Stat. Data Anal. 128, 58--72 (2018; Zbl 06957704) Full Text: DOI
Dong, Yuexiao; Xia, Qi; Tang, Cheng Yong; Li, Zeda On sufficient dimension reduction with missing responses through estimating equations. (English) Zbl 06921193 Comput. Stat. Data Anal. 126, 67-77 (2018). MSC: 62 PDF BibTeX XML Cite \textit{Y. Dong} et al., Comput. Stat. Data Anal. 126, 67--77 (2018; Zbl 06921193) Full Text: DOI
Forzani, Liliana; García Arancibia, Rodrigo; Llop, Pamela; Tomassi, Diego Supervised dimension reduction for ordinal predictors. (English) Zbl 06921028 Comput. Stat. Data Anal. 125, 136-155 (2018). MSC: 62 PDF BibTeX XML Cite \textit{L. Forzani} et al., Comput. Stat. Data Anal. 125, 136--155 (2018; Zbl 06921028) Full Text: DOI arXiv
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
Wang, Chong; Shin, Seung Jun; Wu, Yichao Principal quantile regression for sufficient dimension reduction with heteroscedasticity. (English) Zbl 1393.60119 Electron. J. Stat. 12, No. 2, 2114-2140 (2018). MSC: 60K35 PDF BibTeX XML Cite \textit{C. Wang} et al., Electron. J. Stat. 12, No. 2, 2114--2140 (2018; Zbl 1393.60119) Full Text: DOI Euclid
Xue, Yuan; Wang, Qin; Yin, Xiangrong A unified approach to sufficient dimension reduction. (English) Zbl 1432.62119 J. Stat. Plann. Inference 197, 168-179 (2018). MSC: 62G08 62H12 62H20 62G07 62H30 62-08 PDF BibTeX XML Cite \textit{Y. Xue} et al., J. Stat. Plann. Inference 197, 168--179 (2018; Zbl 1432.62119) Full Text: DOI
Dong, Yuexiao; Zhang, Yongxu On a new class of sufficient dimension reduction estimators. (English) Zbl 06892201 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 06892201) Full Text: DOI
Liang, Liang; Carroll, Raymond; Ma, Yanyuan Dimension reduction and estimation in the secondary analysis of case-control studies. (English) Zbl 1402.62072 Electron. J. Stat. 12, No. 1, 1782-1821 (2018). MSC: 62G08 62H12 62P10 PDF BibTeX XML Cite \textit{L. Liang} et al., Electron. J. Stat. 12, No. 1, 1782--1821 (2018; Zbl 1402.62072) Full Text: DOI Euclid
Hokanson, Jeffrey M.; Constantine, Paul G. Data-driven polynomial ridge approximation using variable projection. (English) Zbl 1392.49034 SIAM J. Sci. Comput. 40, No. 3, A1566-A1589 (2018). MSC: 49M15 62J02 90C53 93A15 PDF BibTeX XML Cite \textit{J. M. Hokanson} and \textit{P. G. Constantine}, SIAM J. Sci. Comput. 40, No. 3, A1566--A1589 (2018; Zbl 1392.49034) Full Text: DOI arXiv
Zhu, Xuehu; Zhu, Lixing Dimension reduction-based significance testing in nonparametric regression. (English) Zbl 1454.62134 Electron. J. Stat. 12, No. 1, 1468-1506 (2018). MSC: 62G10 62G08 62H15 62H10 PDF BibTeX XML Cite \textit{X. Zhu} and \textit{L. Zhu}, Electron. J. Stat. 12, No. 1, 1468--1506 (2018; Zbl 1454.62134) Full Text: DOI Euclid
Huo, Lei; Wen, Xuerong Meggie; Yu, Zhou Trace pursuit variable selection for multi-population data. (English) Zbl 1402.62069 J. Nonparametric Stat. 30, No. 2, 430-447 (2018). MSC: 62G08 62H12 PDF BibTeX XML Cite \textit{L. Huo} et al., J. Nonparametric Stat. 30, No. 2, 430--447 (2018; Zbl 1402.62069) Full Text: DOI
Wang, Tao; Chen, Mengjie; Zhao, Hongyu; Zhu, Lixing Estimating a sparse reduction for general regression in high dimensions. (English) Zbl 1384.62141 Stat. Comput. 28, No. 1, 33-46 (2018). MSC: 62G08 62H12 62P10 PDF BibTeX XML Cite \textit{T. Wang} et al., Stat. Comput. 28, No. 1, 33--46 (2018; Zbl 1384.62141) Full Text: DOI
Zhang, Xin; Wang, Chong; Wu, Yichao Functional envelope for model-free sufficient dimension reduction. (English) Zbl 1408.62082 J. Multivariate Anal. 163, 37-50 (2018). MSC: 62G08 62H11 62H12 62G20 PDF BibTeX XML Cite \textit{X. Zhang} et al., J. Multivariate Anal. 163, 37--50 (2018; Zbl 1408.62082) Full Text: DOI
Hamedani, Hamideh D.; Moosavi, Sara Sadat Dealing with big data: comparing dimension reduction and shrinkage regression methods. (English) Zbl 07282053 J. Appl. Stat. 44, No. 3, 511-532 (2017). MSC: 62H20 62J07 PDF BibTeX XML Cite \textit{H. D. Hamedani} and \textit{S. S. Moosavi}, J. Appl. Stat. 44, No. 3, 511--532 (2017; Zbl 07282053) Full Text: DOI
Rekabdarkolaee, Hossein Moradi; Boone, Edward; Wang, Qin Robust estimation and variable selection in sufficient dimension reduction. (English) Zbl 06917843 Comput. Stat. Data Anal. 108, 146-157 (2017). MSC: 62 PDF BibTeX XML Cite \textit{H. M. Rekabdarkolaee} et al., Comput. Stat. Data Anal. 108, 146--157 (2017; Zbl 06917843) Full Text: DOI
Hilafu, Haileab; Wu, Wenbo Partial projective resampling method for dimension reduction: with applications to partially linear models. (English) Zbl 06917816 Comput. Stat. Data Anal. 109, 1-14 (2017). MSC: 62 PDF BibTeX XML Cite \textit{H. Hilafu} and \textit{W. Wu}, Comput. Stat. Data Anal. 109, 1--14 (2017; Zbl 06917816) Full Text: DOI
Xue, Yuan; Zhang, Nan; Yin, Xiangrong; Zheng, Haitao Sufficient dimension reduction using Hilbert-Schmidt independence criterion. (English) Zbl 06917776 Comput. Stat. Data Anal. 115, 67-78 (2017). MSC: 62 PDF BibTeX XML Cite \textit{Y. Xue} et al., Comput. Stat. Data Anal. 115, 67--78 (2017; Zbl 06917776) Full Text: DOI
Al-Najjar, Elias; Adragni, Kofi P. Sufficient dimension reduction constrained through sub-populations. (English) Zbl 06914539 Comput. Stat. Data Anal. 111, 131-144 (2017). MSC: 62 PDF BibTeX XML Cite \textit{E. Al-Najjar} and \textit{K. P. Adragni}, Comput. Stat. Data Anal. 111, 131--144 (2017; Zbl 06914539) Full Text: DOI
Amin, Muhammad; Amanullah, Muhammad; Cordeiro, Gauss M. Influence diagnostics in the gamma regression model with adjusted deviance residuals. (English) Zbl 1385.62021 Commun. Stat., Simulation Comput. 46, No. 9, 6959-6973 (2017). MSC: 62J12 62J20 PDF BibTeX XML Cite \textit{M. Amin} et al., Commun. Stat., Simulation Comput. 46, No. 9, 6959--6973 (2017; Zbl 1385.62021) Full Text: DOI
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
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
Moradi Rekabdarkolaee, Hossein; Wang, Qin Variable selection through adaptive MAVE. (English) Zbl 06786890 Stat. Probab. Lett. 128, 44-51 (2017). MSC: 62F07 62J12 62J07 PDF BibTeX XML Cite \textit{H. Moradi Rekabdarkolaee} and \textit{Q. Wang}, Stat. Probab. Lett. 128, 44--51 (2017; Zbl 06786890) Full Text: DOI
Cheng, Qing; Zhu, Liping On relative efficiency of principal Hessian directions. (English) Zbl 1381.62142 Stat. Probab. Lett. 126, 108-113 (2017). MSC: 62H25 62J02 62J05 62H05 PDF BibTeX XML Cite \textit{Q. Cheng} and \textit{L. Zhu}, Stat. Probab. Lett. 126, 108--113 (2017; Zbl 1381.62142) Full Text: DOI
Xia, Qi; Dong, Yuexiao On a new hybrid estimator for the central mean space. (English) Zbl 1370.93263 J. Syst. Sci. Complex. 30, No. 1, 111-121 (2017). MSC: 93E10 93E24 PDF BibTeX XML Cite \textit{Q. Xia} and \textit{Y. Dong}, J. Syst. Sci. Complex. 30, No. 1, 111--121 (2017; Zbl 1370.93263) Full Text: DOI
Tomassi, Diego; Forzani, Liliana; Bura, Efstathia; Pfeiffer, Ruth Sufficient dimension reduction for censored predictors. (English) Zbl 1366.62244 Biometrics 73, No. 1, 220-231 (2017). MSC: 62P10 62N01 PDF BibTeX XML Cite \textit{D. Tomassi} et al., Biometrics 73, No. 1, 220--231 (2017; Zbl 1366.62244) Full Text: DOI
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 PDF BibTeX XML Cite \textit{T. Wang} et al., Stat. Comput. 27, No. 1, 103--114 (2017; Zbl 06696854) Full Text: DOI
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
Liu, Xuejing; Huo, Lei; Wen, Xuerong Meggie; Paige, Robert A link-free approach for testing common indices for three or more multi-index models. (English) Zbl 1351.62116 J. Multivariate Anal. 153, 236-245 (2017). MSC: 62H15 62H25 62G08 62G20 PDF BibTeX XML Cite \textit{X. Liu} et al., J. Multivariate Anal. 153, 236--245 (2017; Zbl 1351.62116) Full Text: DOI
Deng, Jianqiu; Wang, Qihua Dimension reduction estimation for probability density with data missing at random when covariables are present. (English) Zbl 1358.62041 J. Stat. Plann. Inference 181, 11-29 (2017). MSC: 62G08 62G07 62G20 62E20 PDF BibTeX XML Cite \textit{J. Deng} and \textit{Q. Wang}, J. Stat. Plann. Inference 181, 11--29 (2017; Zbl 1358.62041) Full Text: DOI
Dong, Yuexiao; Yang, Chaozheng Cluster-based least absolute deviation regression for dimension reduction. (English) Zbl 1426.62198 J. Stat. Theory Pract. 10, No. 1, 121-132 (2016). MSC: 62J05 62H30 PDF BibTeX XML Cite \textit{Y. Dong} and \textit{C. Yang}, J. Stat. Theory Pract. 10, No. 1, 121--132 (2016; Zbl 1426.62198) Full Text: DOI
Zhu, Xuehu; Chen, Fei; Guo, Xu; Zhu, Lixing Heteroscedasticity testing for regression models: a dimension reduction-based model adaptive approach. (English) Zbl 06918228 Comput. Stat. Data Anal. 103, 263-283 (2016). MSC: 62 PDF BibTeX XML Cite \textit{X. Zhu} et al., Comput. Stat. Data Anal. 103, 263--283 (2016; Zbl 06918228) Full Text: DOI
Dong, Yuexiao; Yu, Zhou Direction estimation in a general regression model with discrete predictors. (English) Zbl 1366.62081 Jin, Zhezhen (ed.) et al., New developments in statistical modeling, inference and application. Selected papers from the 2014 ICSA/KISS joint applied statistics symposium in Portland, OR, USA, June 15–18, 2014. Cham: Springer (ISBN 978-3-319-42570-2/hbk; 978-3-319-42571-9/ebook). ICSA Book Series in Statistics, 77-88 (2016). MSC: 62G08 62F12 62J05 62J12 PDF BibTeX XML Cite \textit{Y. Dong} and \textit{Z. Yu}, in: New developments in statistical modeling, inference and application. Selected papers from the 2014 ICSA/KISS joint applied statistics symposium in Portland, OR, USA, June 15--18, 2014. Cham: Springer. 77--88 (2016; Zbl 1366.62081) Full Text: DOI
Zhou, JingKe; Wu, JianRong; Zhu, LiXing Overlapped groupwise dimension reduction. (English) Zbl 06712165 Sci. China, Math. 59, No. 12, 2543-2560 (2016). MSC: 62J99 62H99 PDF BibTeX XML Cite \textit{J. Zhou} et al., Sci. China, Math. 59, No. 12, 2543--2560 (2016; Zbl 06712165) Full Text: DOI
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
Adragni, Kofi P.; Al-Najjar, Elias; Martin, Sean; Popuri, Sai K.; Raim, Andrew M. Group-wise sufficient dimension reduction with principal fitted components. (English) Zbl 1347.65017 Comput. Stat. 31, No. 3, 923-941 (2016). MSC: 65C60 62H25 62H30 62J05 PDF BibTeX XML Cite \textit{K. P. Adragni} et al., Comput. Stat. 31, No. 3, 923--941 (2016; Zbl 1347.65017) Full Text: DOI
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
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
Yao, Fang; Wu, Yichao; Zou, Jialin Probability-enhanced effective dimension reduction for classifying sparse functional data. (English) Zbl 1336.62198 Test 25, No. 1, 1-22 (2016). MSC: 62H30 68T05 PDF BibTeX XML Cite \textit{F. Yao} et al., Test 25, No. 1, 1--22 (2016; Zbl 1336.62198) Full Text: DOI
Artemiou, Andreas; Dong, Yuexiao Sufficient dimension reduction via principal L\(q\) support vector machine. (English) Zbl 1419.62080 Electron. J. Stat. 10, No. 1, 783-805 (2016). MSC: 62G08 62H25 68T05 PDF BibTeX XML Cite \textit{A. Artemiou} and \textit{Y. Dong}, Electron. J. Stat. 10, No. 1, 783--805 (2016; Zbl 1419.62080) Full Text: DOI Euclid
Iaci, Ross; Yin, Xiangrong; Zhu, Lixing The dual central subspaces in dimension reduction. (English) Zbl 1331.62289 J. Multivariate Anal. 145, 178-189 (2016). MSC: 62H20 62H12 62G07 62B10 PDF BibTeX XML Cite \textit{R. Iaci} et al., J. Multivariate Anal. 145, 178--189 (2016; Zbl 1331.62289) Full Text: DOI
Constantine, Paul G.; Zaharatos, Brian; Campanelli, Mark Discovering an active subspace in a single-diode solar cell model. (English) Zbl 07260443 Stat. Anal. Data Min. 8, No. 5-6, 264-273 (2015). MSC: 62 68 PDF BibTeX XML Cite \textit{P. G. Constantine} et al., Stat. Anal. Data Min. 8, No. 5--6, 264--273 (2015; Zbl 07260443) Full Text: DOI
Adragni, Kofi P.; Karmakar, Moumita A sequential test for variable selection in high dimensional complex data. (English) Zbl 06984099 Comput. Stat. Data Anal. 81, 107-120 (2015). MSC: 62 PDF BibTeX XML Cite \textit{K. P. Adragni} and \textit{M. Karmakar}, Comput. Stat. Data Anal. 81, 107--120 (2015; Zbl 06984099) Full Text: DOI
Constantine, P. G.; Emory, M.; Larsson, J.; Iaccarino, G. Exploiting active subspaces to quantify uncertainty in the numerical simulation of the hyshot II scramjet. (English) Zbl 1349.76153 J. Comput. Phys. 302, 1-20 (2015). MSC: 76K05 76-04 PDF BibTeX XML Cite \textit{P. G. Constantine} et al., J. Comput. Phys. 302, 1--20 (2015; Zbl 1349.76153) Full Text: DOI arXiv
Artemiou, Andreas; Tian, Lipu Using sliced inverse mean difference for sufficient dimension reduction. (English) Zbl 1398.62085 Stat. Probab. Lett. 106, 184-190 (2015). MSC: 62G08 62H12 PDF BibTeX XML Cite \textit{A. Artemiou} and \textit{L. Tian}, Stat. Probab. Lett. 106, 184--190 (2015; Zbl 1398.62085) Full Text: DOI
Wang, Kangning Robust direction identification and variable selection in high dimensional general single-index models. (English) Zbl 1327.62229 J. Korean Stat. Soc. 44, No. 4, 606-618 (2015). MSC: 62G05 62E20 PDF BibTeX XML Cite \textit{K. Wang}, J. Korean Stat. Soc. 44, No. 4, 606--618 (2015; Zbl 1327.62229) Full Text: DOI
Radchenko, Peter High dimensional single index models. (English) Zbl 1328.62482 J. Multivariate Anal. 139, 266-282 (2015). MSC: 62J20 62J07 62F12 PDF BibTeX XML Cite \textit{P. Radchenko}, J. Multivariate Anal. 139, 266--282 (2015; Zbl 1328.62482) Full Text: DOI
Wang, Tao; Xu, Peirong; Zhu, Lixing Variable selection and estimation for semi-parametric multiple-index models. (English) Zbl 1388.62116 Bernoulli 21, No. 1, 242-275 (2015). MSC: 62G08 62J07 62G20 PDF BibTeX XML Cite \textit{T. Wang} et al., Bernoulli 21, No. 1, 242--275 (2015; Zbl 1388.62116) Full Text: DOI Euclid arXiv
Yoo, Jae Keun A theoretical note on optimal sufficient dimension reduction with singularity. (English) Zbl 1314.62104 Stat. Probab. Lett. 99, 109-113 (2015). MSC: 62G08 62H05 PDF BibTeX XML Cite \textit{J. K. Yoo}, Stat. Probab. Lett. 99, 109--113 (2015; Zbl 1314.62104) Full Text: DOI
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
Wang, Tao; Zhu, LiXing A distribution-based Lasso for a general single-index model. (English) Zbl 1308.62043 Sci. China, Math. 58, No. 1, 109-130 (2015). MSC: 62F12 62H12 62J05 PDF BibTeX XML Cite \textit{T. Wang} and \textit{L. Zhu}, Sci. China, Math. 58, No. 1, 109--130 (2015; Zbl 1308.62043) Full Text: DOI
Chen, Xin; Zhu, Li-Ping Connecting continuum regression with sufficient dimension reduction. (English) Zbl 1321.62093 Stat. Probab. Lett. 98, 44-49 (2015). MSC: 62J99 62H25 65C60 PDF BibTeX XML Cite \textit{X. Chen} and \textit{L.-P. Zhu}, Stat. Probab. Lett. 98, 44--49 (2015; Zbl 1321.62093) Full Text: DOI
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
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
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
Feng, Zhenghui; Wang, Tao; Zhu, Lixing Transformation-based estimation. (English) Zbl 06984047 Comput. Stat. Data Anal. 78, 186-205 (2014). MSC: 62 PDF BibTeX XML Cite \textit{Z. Feng} et al., Comput. Stat. Data Anal. 78, 186--205 (2014; Zbl 06984047) Full Text: DOI
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 PDF BibTeX XML Cite \textit{R. Coudret} et al., Comput. Stat. Data Anal. 77, 285--299 (2014; Zbl 06984026) Full Text: DOI
Guo, Xu; Wang, Tao; Xu, Wangli; Zhu, Lixing Dimension reduction with missing response at random. (English) Zbl 06970936 Comput. Stat. Data Anal. 69, 228-242 (2014). MSC: 62 PDF BibTeX XML Cite \textit{X. Guo} et al., Comput. Stat. Data Anal. 69, 228--242 (2014; Zbl 06970936) Full Text: DOI
Park, Jin-Hong; Bandyopadhyay, Dipankar; Letourneau, Elizabeth Examining deterrence of adult sex crimes: a semi-parametric intervention time-series approach. (English) Zbl 06970933 Comput. Stat. Data Anal. 69, 198-207 (2014). MSC: 62 PDF BibTeX XML Cite \textit{J.-H. Park} et al., Comput. Stat. Data Anal. 69, 198--207 (2014; Zbl 06970933) Full Text: DOI
Artemiou, Andreas; Shu, Min A cost based reweighted scheme of principal support vector machine. (English) Zbl 1349.62092 Akritas, Michael G. (ed.) et al., Topics in nonparametric statistics. Proceedings of the first conference of the International Society for Nonparametric Statistics, ISNPS, Chalkidiki, Greece, June 15–19, 2012. New York, NY: Springer (ISBN 978-1-4939-0568-3/hbk; 978-1-4939-0569-0/ebook). Springer Proceedings in Mathematics & Statistics 74, 1-12 (2014). MSC: 62G05 68T05 PDF BibTeX XML Cite \textit{A. Artemiou} and \textit{M. Shu}, in: Topics in nonparametric statistics. Proceedings of the first conference of the International Society for Nonparametric Statistics, ISNPS, Chalkidiki, Greece, June 15--19, 2012. New York, NY: Springer. 1--12 (2014; Zbl 1349.62092) Full Text: DOI