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

^*Corresponding author for this work

School of Statistics

Research output: Contribution to journal › Article › peer-review

1 Scopus citations

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.

Original language	English
Pages (from-to)	987-992
Number of pages	6
Journal	Statistics and Probability Letters
Volume	83
Issue number	4
DOIs	https://doi.org/10.1016/j.spl.2012.12.022
State	Published - Apr 2013

Keywords

Directional regression
Sequential tests
Sliced average variance estimation
Sliced inverse regression

Access to Document

10.1016/j.spl.2012.12.022

Cite this

@article{79a445aae8da4dcfb24b2acfb0b3bc8f,

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",

pages = "987--992",

journal = "Statistics and Probability Letters",

issn = "0167-7152",

publisher = "Elsevier B.V.",

number = "4",

}

TY - JOUR

T1 - On determining the structural dimension via directional regression

AU - Yu, Zhou

AU - Dong, Yuexiao

AU - Guo, Ranwei

PY - 2013/4

Y1 - 2013/4

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

Abstract

Keywords

Access to Document

Other files and links

Fingerprint

Cite this