Maximum Likelihood

5
Tor D. Tosteson

Tor D. Tosteson

Dartmouth Medical School, Hanover, NH, USA

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Eugene Demidenko

Eugene Demidenko

Dartmouth Medical School, Hanover, NH, USA

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First published: 15 July 2005

Abstract

Maximum likelihood is a general method of parameter estimation of great practical and theoretical significance in biostatistics. The method is defined and the optimal properties of maximum likelihood estimates are explained along with the underlying assumptions. An example is given and computational methods are discussed.

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