On determining the structural dimension via directional regression

Zhou Yu; Yuexiao Dong; Ranwei Guo

doi:10.1016/j.spl.2012.12.022

On determining the structural dimension via directional regression

Zhou Yu
, Yuexiao Dong^*
, Ranwei Guo

^*此作品的通讯作者

统计学院

Temple University
East China Normal University

科研成果: 期刊稿件 › 文章 › 同行评审

1 引用（Scopus）

摘要

Specifying the structural dimension is an important first step for the sufficient dimension reduction methodology. Based on the popular sequential test approach, we propose a novel test statistic via directional regression to determine the structural dimension in this paper.

源语言	英语
页（从-至）	987-992
页数	6
期刊	Statistics and Probability Letters
卷	83
期	4
DOI	https://doi.org/10.1016/j.spl.2012.12.022
出版状态	已出版 - 4月 2013

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title = "On determining the structural dimension via directional regression",

abstract = "Specifying the structural dimension is an important first step for the sufficient dimension reduction methodology. Based on the popular sequential test approach, we propose a novel test statistic via directional regression to determine the structural dimension in this paper.",

keywords = "Directional regression, Sequential tests, Sliced average variance estimation, Sliced inverse regression",

author = "Zhou Yu and Yuexiao Dong and Ranwei Guo",

year = "2013",

month = apr,

doi = "10.1016/j.spl.2012.12.022",

language = "英语",

volume = "83",

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TY - JOUR

T1 - On determining the structural dimension via directional regression

AU - Yu, Zhou

AU - Dong, Yuexiao

AU - Guo, Ranwei

PY - 2013/4

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N2 - Specifying the structural dimension is an important first step for the sufficient dimension reduction methodology. Based on the popular sequential test approach, we propose a novel test statistic via directional regression to determine the structural dimension in this paper.

AB - Specifying the structural dimension is an important first step for the sufficient dimension reduction methodology. Based on the popular sequential test approach, we propose a novel test statistic via directional regression to determine the structural dimension in this paper.

KW - Directional regression

KW - Sequential tests

KW - Sliced average variance estimation

KW - Sliced inverse regression

UR - https://www.scopus.com/pages/publications/84873552836

U2 - 10.1016/j.spl.2012.12.022

DO - 10.1016/j.spl.2012.12.022

M3 - 文章

AN - SCOPUS:84873552836

SN - 0167-7152

VL - 83

SP - 987

EP - 992

JO - Statistics and Probability Letters

JF - Statistics and Probability Letters

IS - 4

ER -

On determining the structural dimension via directional regression

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