Comment: Ridge Regression, Ranking Variables and Improved Principal Component Regression

被引：4

作者：

Choi, Nam-Hee ^{[1
]}

Shedden, Kerby ^{[2
]}

Xu, Gongjun ^{[2
]}

Zhang, Xuefei ^{[2
]}

Zhu, Ji ^{[2
]}

机构：

[1] US FDA, Silver Spring, MD USA

[2] Univ Michigan, Dept Stat, Ann Arbor, MI 48109 USA

来源：

TECHNOMETRICS | 2020年 / 62卷 / 04期

关键词：

SELECTION;

D O I：

10.1080/00401706.2020.1811157

中图分类号：

O21 [概率论与数理统计]; C8 [统计学];

学科分类号：

020208 ; 070103 ; 0714 ;

摘要：

引用

页码：451 / 455

页数：5

共 50 条

[1] Principal Component Regression, Ridge Regression and Ridge Principal Component Regression in Spectroscopy Calibration
Vigneau, E.
Devaux, M. F.
Qannari, E. M.
Robert, P.
Journal of Chemometrics, 11 (03):
[2] Principal component regression, ridge regression and ridge principal component regression in spectroscopy calibration
Vigneau, E
Devaux, MF
Qannari, EM
Robert, P
JOURNAL OF CHEMOMETRICS, 1997, 11 (03) : 239 - 249
[3] A NOTE ON COMBINING RIDGE AND PRINCIPAL COMPONENT REGRESSION
NOMURA, M
OHKUBO, T
COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 1985, 14 (10) : 2489 - 2493
[4] On the number of variables to use in principal component regression
Xu, Ji
Hsu, Daniel
ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 32 (NIPS 2019), 2019, 32
[5] A BIASED REGRESSION PROCEDURE COMBINING PRINCIPAL COMPONENT AND RIDGE-REGRESSION TECHNIQUES
CARMER, SG
HSIEH, WT
BIOMETRICS, 1981, 37 (01) : 180 - 180
[6] Combining Unbiased Ridge and Principal Component Regression Estimators
Batah, Feras Sh. M.
Ozkale, M. Revan
Gore, S. D.
COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2009, 38 (13) : 2201 - 2209
[7] RIDGE-REGRESSION FROM PRINCIPAL COMPONENT POINT OF VIEW
HSUAN, FC
COMMUNICATIONS IN STATISTICS PART A-THEORY AND METHODS, 1981, 10 (19): : 1981 - 1995
[8] COMBINING RIDGE AND PRINCIPAL COMPONENT REGRESSION - A MONEY DEMAND ILLUSTRATION
BAYE, MR
PARKER, DF
COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 1984, 13 (02) : 197 - 205
[9] Principal Component Regression by Principal Component Selection
Lee, Hosung
Park, Yun Mi
Lee, Seokho
COMMUNICATIONS FOR STATISTICAL APPLICATIONS AND METHODS, 2015, 22 (02) : 173 - 180
[10] Forecast comparison of principal component regression and principal covariate regression
Heij, Christiaan
Groenen, Patrick J. F.
van Dijk, Dick
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2007, 51 (07) : 3612 - 3625

← 1 2 3 4 5 →