Bagging-based ridge estimators for a linear regression model with non-normal and heteroscedastic errors

M Shabbir, S Chand, F Iqbal - Communications in Statistics …, 2024 - Taylor & Francis
Regression analysis is used to predict a dependent variable using one or more independent
variables. In the linear regression model, when the independent variables are highly …

Factors Affecting Sorghum Production in Western Ethiopia: Evidence from Smallholder Farmers

K Degefa, G Abebe, G Biru - International Journal on Food …, 2023 - journal.fanres.org
Sorghum is the most important cereal crop in Sub-Saharan Africa including Ethiopia. The
productivity and production of the crop are not increased as expected due to many …

[HTML][HTML] Quantile-based robust Kibria–Lukman estimator for linear regression model to combat multicollinearity and outliers: Real life applications using T20 cricket …

D Wasim, M Suhail, SA Khan, M Shabbir… - Kuwait Journal of …, 2025 - Elsevier
The performance of ordinary least squares (OLS) and ridge regression (RR) are influenced
when outliers are present in y-direction with multicollinearity among independent variables …

Ridge Regression Method and Bayesian Estimators under Composite LINEX Loss Function to Estimate the Shape Parameter in Lomax Distribution

MF Yassen, FS Al-Duais… - Computational …, 2022 - Wiley Online Library
In this paper, the Ridge Regression method is employed to estimate the shape parameter of
the Lomax distribution (LD). In addition to that, the approaches of both classical and …

New heteroscedasticity-adjusted ridge estimators in linear regression model

IS Dar, S Chand - Communications in Statistics-Theory and …, 2024 - Taylor & Francis
In ridge regression, we are often concerned with acquiring ridge estimators that lead to the
smallest mean square error (MSE). In this article, we have considered the problem of ridge …

[PDF][PDF] Impact of credit risk management on the profitability of the Irish banks

NKP Jaiswal - 2020 - norma.ncirl.ie
The objective of the study is to examine the impact of credit risk management on the
profitability of the Irish banks. The sample of this study consists of 4 Irish banks: Allied Irish …