Investigating the impact of multicollinearity on linear regression estimates / Adewoye Kunle Bayo ... [et al.]
The study was to investigate the impact of multicollinearity on linear regression estimates. The study was guided by the following specific objectives, (i) to examine the asymptotic properties of estimators and (ii) to compare lasso, ridge, elastic net with Ordinary Least Squares (OLS). The study em...
Saved in:
Main Authors: | Bayo, Adewoye Kunle (Author), Rafiu, Ayinla Bayo (Author), Funmilayo, Aminu Titilope (Author), Oluyemi, Onikola Isaac (Author) |
---|---|
Format: | Book |
Published: |
Universiti Teknologi MARA,
2021-04.
|
Subjects: | |
Online Access: | Link Metadata |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
-
Multicollinear physical activity accelerometry data and associations to cardiometabolic health: challenges, pitfalls, and potential solutions
by: Eivind Aadland, et al.
Published: (2019) -
Approximate Bayesian estimation for parameters of simple linear bivariate truncated t regression model
by: Elham Hussain, et al.
Published: (2020) -
Assessing multicollinearity via identification of high leverage points in financial accounting data / Norazan Mohamed Ramli ... [et al.]
by: Mohamed Ramli, Norazan, et al.
Published: (2010) -
Knowledge and Awareness: Linear Regression
by: Monika Raghuvanshi
Published: (2016) -
Evaluation of multiple linear regression function and generalized linear model types in estimating natural menopausal age: A cross-sectional study
by: Nasrin Sadeghi, et al.
Published: (2022)