[Home ] [Archive]   [ فارسی ]  
:: Main :: About :: Current Issue :: Archive :: Search :: Submit :: Contact ::
Main Menu
Journal Information::
Articles archive::
For Authors::
For Reviewers::
Contact us::
Site Facilities::
Search in website

Advanced Search
Receive site information
Enter your Email in the following box to receive the site news and information.

Citation Indices from GS

AllSince 2019
:: Volume 20, Issue 2 (3-2010) ::
مجله‌ی بررسی‌ها 2010, 20(2): 289-304 Back to browse issues page
Partial Least Squares Regression
Amir Shahini * , Majid Sarmad
Abstract:   (4038 Views)

 In different researches, we deal with problems that need to predict the behavior of a response variable by a set of explanatory variables. Multiple regression is one of the statistical methods that is widely used in these type of situations. When there is a linear relation between explanatory variables we will faced with multi-collinearity problem that causes ordinary least squares estimators of regression coefficients not to be robust. Partial least squares regression is a multivariate method that used when there is high collinearity between explanatory variables. In this paper, this method is introduced.

Keywords: Cross validation, prediction, multicollinearity, component, PLS
Full-Text [PDF 404 kb]   (3494 Downloads)    
Type of Study: Research | Subject: General
Received: 2009/09/8 | Accepted: 2009/12/23 | Published: 2016/01/10
Send email to the article author

XML   Persian Abstract   Print

Download citation:
BibTeX | RIS | EndNote | Medlars | ProCite | Reference Manager | RefWorks
Send citation to:

Shahini A, Sarmad M. Partial Least Squares Regression. مجله‌ی بررسی‌ها 2010; 20 (2) :289-304
URL: http://ijoss.srtc.ac.ir/article-1-79-en.html

Rights and permissions
Creative Commons License This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.
Volume 20, Issue 2 (3-2010) Back to browse issues page
مجله‌ی بررسی‌های آمار رسمی ایران Ijoss Iranian Journal of Official Statistics Studies
Persian site map - English site map - Created in 0.04 seconds with 38 queries by YEKTAWEB 4645