On Some Test Statistics for Coefficients in the Ridge, Liu and Kibria–Lukman Linear Regression Models: A Simulation Study

Ridge, Liu, and Kibria–Lukman regression methods that have been proposed to solve the multicollinearity problem for both linear and generalized linear regression models (Kibria and Lukman, Shewa and Ugwuowo). This paper considers several different ridge, Liu, and Kibria–Lukman regression t-type test...

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Bibliografske podrobnosti

Principais autores:	Sergio Perez Melo, Sultana Mubarika Rahman Chowhdury, Zoran Bursac, B. M. Golam Kibria
Format:	Artigo
Jezik:	Inglês
Izdano:	Taylor & Francis Group 2025-12-01
Serija:	Data Science in Science
Teme:	Empirical power Liu regression multiple linear regression ridge regression Kibria–Lukman regression shrinkage parameter
Online dostop:	https://www.tandfonline.com/doi/10.1080/26941899.2025.2562207
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