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ARTICLES: Regression and Variable Selection

Sufficient Dimension Folding for Regression Mean Function

Pages 1028-1043 | Received 01 Feb 2013, Published online: 20 Oct 2014

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Hong-Fan Zhang. (2023) A varying coefficient model with matrix valued covariates. Journal of Nonparametric Statistics 0:0, pages 1-33.
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Zeda Li & Yuexiao Dong. (2021) Model-Free Variable Selection With Matrix-Valued Predictors. Journal of Computational and Graphical Statistics 30:1, pages 171-181.
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Joni Virta, Bing Li, Klaus Nordhausen & Hannu Oja. (2018) JADE for Tensor-Valued Observations. Journal of Computational and Graphical Statistics 27:3, pages 628-637.
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Yuan Xue & Xiangrong Yin. (2015) Sufficient dimension folding for a functional of conditional distribution of matrix- or array-valued objects. Journal of Nonparametric Statistics 27:2, pages 253-269.
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Articles from other publishers (9)

Hossein Baghishani & Jamil Ownuk. 2022. Innovations in Multivariate Statistical Modeling. Innovations in Multivariate Statistical Modeling 169 185 .
Yuanwen Wang, Yuan Xue, Qingcong Yuan & Xiangrong Yin. 2021. Festschrift in Honor of R. Dennis Cook. Festschrift in Honor of R. Dennis Cook 127 165 .
Bei Jiang, Eva Petkova, Thaddeus Tarpey & R. Todd Ogden. (2019) A Bayesian approach to joint modeling of matrix‐valued imaging data and treatment outcome with applications to depression studies. Biometrics 76:1, pages 87-97.
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Wenhui Sheng & Qingcong Yuan. (2019) Sufficient dimension folding in regression via distance covariance for matrix‐valued predictors. Statistical Analysis and Data Mining: The ASA Data Science Journal 13:1, pages 71-82.
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Shanshan Ding & R. Dennis Cook. (2018) Matrix Variate Regressions and Envelope Models. Journal of the Royal Statistical Society Series B: Statistical Methodology 80:2, pages 387-408.
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Joni Virta, Bing Li, Klaus Nordhausen & Hannu Oja. (2017) Independent component analysis for tensor-valued data. Journal of Multivariate Analysis 162, pages 172-192.
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Hung Hung & Henry Horng-Shing Lu. (2017) A review on the generalization of sufficient dimension reduction methods with the additional information. Wiley Interdisciplinary Reviews: Computational Statistics 9:4, pages e1401.
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Yuan Xue, Xiangrong Yin & Xiaolin Jiang. (2016) Ensemble sufficient dimension folding methods for analyzing matrix-valued data. Computational Statistics & Data Analysis 103, pages 193-205.
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Shanshan Ding & R. Dennis Cook. (2015) Higher-order sliced inverse regressions. Wiley Interdisciplinary Reviews: Computational Statistics 7:4, pages 249-257.
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