A Parameter-Centric View on Regression
Jingxin Yan, Lin Liu, Oliver Dukes, Qizhai Li, and Linbo Wang
TL;DR
This paper discusses a parameter-centric perspective on regression, analyzing existing methods and their composition, aiming to clarify theoretical foundations and practical implications.
Contribution
It offers a novel parameter-focused analysis of regression techniques, expanding understanding of their composition and theoretical basis.
Findings
Provides new insights into regression by composition
Clarifies theoretical underpinnings of regression methods
Suggests potential improvements in regression modeling
Abstract
Discussion on ``Regression by Composition'' by Farewell, Daniel, Stensrud, and Huitfeldt
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