JOURNAL ARTICLE

A Physical Interpretation of the Maximum Likelihood Estimation of a Linear Functional Relationship Model

Yi HuiYi-Kei Tse

Year: 1984 Journal:   Journal of the Royal Statistical Society Series D (The Statistician) Vol: 33 (2)Pages: 239-239   Publisher: Wiley

Abstract

This paper presents a physical interpretation of estimating the parameters of a linear functional relationship model. The estimates are determined from the stable equilibrium position of a mechanical system. It is found that the estimates obtained from the physical model coincide with the maximum likelihood estimates.

Keywords:
Interpretation (philosophy) Maximum likelihood Statistics Mathematics Estimation Econometrics Linear model Applied mathematics Statistical physics Computer science Economics Physics

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Topics

Neural Networks and Applications
Physical Sciences →  Computer Science →  Artificial Intelligence

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