Li, Lu; Tan, Kai; Wen, Xuerong Meggie; Yu, Zhou Variable-dependent partial dimension reduction. (English) Zbl 1520.62026 Test 32, No. 2, 521-541 (2023). MSC: 62G08 62G20 PDFBibTeX XMLCite \textit{L. Li} et al., Test 32, No. 2, 521--541 (2023; Zbl 1520.62026) Full Text: DOI
Ying, Chao; Yu, Zhou Fréchet sufficient dimension reduction for random objects. (English) Zbl 07638096 Biometrika 109, No. 4, 975-992 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{C. Ying} and \textit{Z. Yu}, Biometrika 109, No. 4, 975--992 (2022; Zbl 07638096) Full Text: DOI arXiv
Niu, Yong; Li, Huapeng; Liu, Yanghui; Xiong, Shifeng; Yu, Zhou; Zhang, Riquan Overview of feature screening methods for ultra-high dimensional data. (Chinese. English summary) Zbl 1474.62200 Chin. J. Appl. Probab. Stat. 37, No. 1, 69-110 (2021). MSC: 62H15 62R07 PDFBibTeX XMLCite \textit{Y. Niu} et al., Chin. J. Appl. Probab. Stat. 37, No. 1, 69--110 (2021; Zbl 1474.62200) Full Text: DOI
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 PDFBibTeX XMLCite \textit{C. Wang} et al., Stat. Sin. 31, No. 1, 223--242 (2021; Zbl 1464.62265)
Li, Lu; Wen, Xuerong Meggie; Yu, Zhou A selective overview of sparse sufficient dimension reduction. (English) Zbl 07660230 Stat. Theory Relat. Fields 4, No. 2, 121-133 (2020). MSC: 62-XX PDFBibTeX XMLCite \textit{L. Li} et al., Stat. Theory Relat. Fields 4, No. 2, 121--133 (2020; Zbl 07660230) Full Text: DOI
Huo, Lei; Wen, Xuerong Meggie; Yu, Zhou A model-free conditional screening approach via sufficient dimension reduction. (English) Zbl 1469.62236 J. Nonparametric Stat. 32, No. 4, 970-988 (2020). Reviewer: Annibal Parracho Sant’Anna (Rio de Janeiro) MSC: 62G08 62G05 62H99 62P10 PDFBibTeX XMLCite \textit{L. Huo} et al., J. Nonparametric Stat. 32, No. 4, 970--988 (2020; Zbl 1469.62236) Full Text: DOI
Fang, Fang; Yu, Zhou Model averaging assisted sufficient dimension reduction. (English) Zbl 1510.62174 Comput. Stat. Data Anal. 152, Article ID 106993, 18 p. (2020). MSC: 62G08 62H12 62J05 62-08 PDFBibTeX XMLCite \textit{F. Fang} and \textit{Z. Yu}, Comput. Stat. Data Anal. 152, Article ID 106993, 18 p. (2020; Zbl 1510.62174) Full Text: DOI
Gan, Shengjin; Yu, Zhou Partial dynamic dimension reduction for conditional mean in regression. (English) Zbl 1458.62140 J. Syst. Sci. Complex. 33, No. 5, 1585-1601 (2020). MSC: 62G08 62G07 62H25 PDFBibTeX XMLCite \textit{S. Gan} and \textit{Z. Yu}, J. Syst. Sci. Complex. 33, No. 5, 1585--1601 (2020; Zbl 1458.62140) Full Text: DOI
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 PDFBibTeX XMLCite \textit{K. Kim} et al., Ann. Stat. 48, No. 3, 1567--1592 (2020; Zbl 1452.62284) Full Text: DOI Euclid
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 PDFBibTeX XMLCite \textit{K. Tan} et al., Ann. Stat. 48, No. 1, 64--85 (2020; Zbl 1451.62060) Full Text: DOI Euclid
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 PDFBibTeX XMLCite \textit{N. Zhang} et al., Anal. Appl., Singap. 17, No. 5, 715--736 (2019; Zbl 1431.62258) Full Text: DOI arXiv
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 PDFBibTeX XMLCite \textit{L. Huo} et al., J. Nonparametric Stat. 30, No. 2, 430--447 (2018; Zbl 1402.62069) Full Text: DOI
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 PDFBibTeX XMLCite \textit{Z. Yu} et al., Ann. Stat. 44, No. 6, 2594--2623 (2016; Zbl 1359.62218) 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 PDFBibTeX XMLCite \textit{B. Zeng} et al., Stat. Probab. Lett. 96, 322--327 (2015; Zbl 1396.62082) 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 PDFBibTeX XMLCite \textit{X. Liu} et al., J. Multivariate Anal. 136, 75--85 (2015; Zbl 1308.62137) Full Text: DOI
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 PDFBibTeX XMLCite \textit{Z. Yu} et al., J. Multivariate Anal. 124, 94--104 (2014; Zbl 1278.62102) Full Text: DOI
Dong, Yuexiao; Sun, Yizhi; Yu, Zhou A note on robust kernel inverse regression. (English) Zbl 1327.62015 Stat. Interface 6, No. 1, 45-52 (2013). MSC: 62-07 62J05 PDFBibTeX XMLCite \textit{Y. Dong} et al., Stat. Interface 6, No. 1, 45--52 (2013; Zbl 1327.62015) Full Text: DOI
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 PDFBibTeX XMLCite \textit{Z. Yu} et al., Biometrika 100, No. 3, 641--654 (2013; Zbl 1284.62271) Full Text: DOI
Dong, Yuexiao; Yu, Zhou Dimension reduction for the conditional \(k\)th moment via central solution space. (English) Zbl 1274.62057 J. Multivariate Anal. 112, 207-218 (2012). MSC: 62B05 62G08 PDFBibTeX XMLCite \textit{Y. Dong} and \textit{Z. Yu}, J. Multivariate Anal. 112, 207--218 (2012; Zbl 1274.62057) Full Text: DOI
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 PDFBibTeX XMLCite \textit{Z. Yu} et al., J. Multivariate Anal. 109, 61--72 (2012; Zbl 1352.62088) Full Text: DOI
Yu, Zhou; Zhu, Li-Ping; Zhu, Li-Xing On splines approximation for sliced average variance estimation. (English) Zbl 1153.62025 J. Stat. Plann. Inference 139, No. 4, 1493-1505 (2009). MSC: 62G05 62G20 65C60 65D07 PDFBibTeX XMLCite \textit{Z. Yu} et al., J. Stat. Plann. Inference 139, No. 4, 1493--1505 (2009; Zbl 1153.62025) Full Text: DOI
Zhu, Liping; Yang, Xiaoyan; Yu, Zhou; Liu, Xiangrong An analysis of single-index model with monotonic link function. (English) Zbl 1150.62026 Appl. Math., Ser. B (Engl. Ed.) 23, No. 1, 107-112 (2008). MSC: 62G99 62A09 65C60 PDFBibTeX XMLCite \textit{L. Zhu} et al., Appl. Math., Ser. B (Engl. Ed.) 23, No. 1, 107--112 (2008; Zbl 1150.62026) Full Text: DOI
Zhu, Liping; Yu, Zhou On spline approximation of sliced inverse regression. (English) Zbl 1125.62036 Sci. China, Ser. A 50, No. 9, 1289-1302 (2007). MSC: 62G08 62G20 62H12 62J02 PDFBibTeX XMLCite \textit{L. Zhu} and \textit{Z. Yu}, Sci. China, Ser. A 50, No. 9, 1289--1302 (2007; Zbl 1125.62036) Full Text: DOI