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A new class of efficient and debiased two-step shrinkage estimators: method and application
This paper introduces a new class of efficient and debiased two-step shrinkage estimators for a linear regression model in the presence of multicollinearity. We derive the proposed estimators’ mean square error and define the necessary and sufficient conditions for superiority over the existing esti...
Autores principales: | Qasim, Muhammad, Månsson, Kristofer, Sjölander, Pär, Kibria, B. M. Golam |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Taylor & Francis
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9639496/ https://www.ncbi.nlm.nih.gov/pubmed/36353298 http://dx.doi.org/10.1080/02664763.2021.1973389 |
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