Call for Papers:Vol.11 Issue.4

Submission
Last date		 28-Aug-2025
Acceptance Status In One Day
Paper Publish In Two Days
Submit ManuScript

News & Updates

Submit Article

Dear Authors, Article publish in our journal for Volume-11,Issue-4. For article submission on below link: Submit Manuscript


Join As Board

Dear Reviewer, You can join our Reviewer team without given any charges in our journal. Submit Details on below link: Join As Board


Paper Publication Charges

IJARIIE APP
Download Android App

For Authors

Archives

IJARIIE Board

Downloads

Android App

Download IJARIIE APP

Authors

Title: :  The Effects of Multicollinearity in Ordinary Least Squares (OLS) Estimation
PaperId: :  2996
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 2 Issue 4 2016
DUI:    16.0415/IJARIIE-2996
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Weeraratne N.C.Sabaragamuwa University of Sri Lanka

Abstract

Statistics
OLS Estimation, Multicollinearity, Regression Coefficients
The explanatory variables are not perfectly linearly correlated is one of the crucial assumption of Ordinary Least Squares (OLS) Estimation. So this paper explains the stability of OLS estimation when the explanatory variables are perfectly linearly correlated. This paper shows, If the correlation between the particular explanatory variables is perfect (r_(x_i x_j )=1), then the estimates of the regression coefficients are undesirable and the standard deviation of the regression coefficients are infinitely large.

Citations

Copy and paste a formatted citation or use one of the links to import into a bibliography manager and reference.

IJARIIE Weeraratne N.C.. "The Effects of Multicollinearity in Ordinary Least Squares (OLS) Estimation" International Journal Of Advance Research And Innovative Ideas In Education Volume 2 Issue 4 2016 Page 1002-1008
MLA Weeraratne N.C.. "The Effects of Multicollinearity in Ordinary Least Squares (OLS) Estimation." International Journal Of Advance Research And Innovative Ideas In Education 2.4(2016) : 1002-1008.
APA Weeraratne N.C.. (2016). The Effects of Multicollinearity in Ordinary Least Squares (OLS) Estimation. International Journal Of Advance Research And Innovative Ideas In Education, 2(4), 1002-1008.
Chicago Weeraratne N.C.. "The Effects of Multicollinearity in Ordinary Least Squares (OLS) Estimation." International Journal Of Advance Research And Innovative Ideas In Education 2, no. 4 (2016) : 1002-1008.
Oxford Weeraratne N.C.. 'The Effects of Multicollinearity in Ordinary Least Squares (OLS) Estimation', International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 4, 2016, p. 1002-1008. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/The_Effects_of_Multicollinearity_in_Ordinary_Least_Squares__OLS__Estimation_ijariie2996.pdf (Accessed : 12 August 2016).
Harvard Weeraratne N.C.. (2016) 'The Effects of Multicollinearity in Ordinary Least Squares (OLS) Estimation', International Journal Of Advance Research And Innovative Ideas In Education, 2(4), pp. 1002-1008IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/The_Effects_of_Multicollinearity_in_Ordinary_Least_Squares__OLS__Estimation_ijariie2996.pdf (Accessed : 12 August 2016)
IEEE Weeraratne N.C., "The Effects of Multicollinearity in Ordinary Least Squares (OLS) Estimation," International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 4, pp. 1002-1008, Jul-Aug 2016. [Online]. Available: http://ijariie.com/AdminUploadPdf/The_Effects_of_Multicollinearity_in_Ordinary_Least_Squares__OLS__Estimation_ijariie2996.pdf [Accessed : 12 August 2016].
Turabian Weeraratne N.C.. "The Effects of Multicollinearity in Ordinary Least Squares (OLS) Estimation." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 2 number 4 (12 August 2016).
Vancouver Weeraratne N.C.. The Effects of Multicollinearity in Ordinary Least Squares (OLS) Estimation. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2016 [Cited : 12 August 2016]; 2(4) : 1002-1008. Available from: http://ijariie.com/AdminUploadPdf/The_Effects_of_Multicollinearity_in_Ordinary_Least_Squares__OLS__Estimation_ijariie2996.pdf
BibTex EndNote RefMan RefWorks

Number Of Downloads


Last download on 8/12/2016 8:21:13 PM

Save in Google Drive

Similar-Paper

TitleArea of ResearchAuther NameAction
AN IMPROVED REGRESSION TYPE ESTIMATOR OF FINITE POPULATION MEAN USING AUXILIARY INFORMATIONSOCIAL SCIENCESDr. Raghavendra Singh Download
Assessing Entrepreneurship Potential Among Generation Z Educational StudiesMohammed Anzil Ali Download
Spatial Modeling of Risk Factors of Maternal Mortality in KenyaStatistics and Actuarial ScienceJames Fundi Nyaga Download
Analysis of a Queuing System in a National Museum using Monte Carlo simulation.Statistics and Actuarial ScienceOdongo Obwori Batholomew Download
Impact of Menstruation on consumer behaviorStatistics, consumer behaviorKrish Shah Download
Changing Pattern of Urbanization in Uttar PradeshStatisticsVishwas Tiwari Download
DISCOVERY ON BEAL’S CONJECTURESTATISTIC AND ECONOMYIdriss Olivier BADO Download
APPLICATION OF STATISTICAL TOOLS IN SOCIAL SCIENCE RESEARCH – A COMPARATIVE STUDY BETWEEN PARAMETRIC TEST AND NON-PARAMETRIC TESTSOCIAL SCIENCES. KULOTHUNGA PANDIAN Download
The Effects of Multicollinearity in Ordinary Least Squares (OLS) EstimationStatisticsWeeraratne N.C. Download