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Maximum Likelihood Estimation
- Logic and Practice
Engelsk
Bogcover for Maximum Likelihood Estimation af Scott R. Eliason, 9780803941076
Specifikationer
Sprog:
Engelsk
Sider:
96
ISBN-13:
9780803941076
Indbinding:
Paperback
ISBN-10:
0803941072
Udg. Dato:
29 sep 1993
Størrelse i cm:
21,6 x 14,1 x 0,5
Oplagsdato:
29 sep 1993
Forfatter(e):

Maximum Likelihood Estimation

- Logic and Practice
Engelsk
Paperback 1993
Format:

Bog beskrivelse

"Maximum Likelihood Estimation. . . provides a useful introduction. . . it is clear and easy to follow with applications and graphs. . . . I consider this a very useful book. . . . well-written, with a wealth of explanation. . ."

--Dougal Hutchison in Educational Research

Eliason reveals to the reader the underlying logic and practice of maximum likelihood (ML) estimation by providing a general modeling framework that utilizes the tools of ML methods. This framework offers readers a flexible modeling strategy since it accommodates cases from the simplest linear models (such as the normal error regression model) to the most complex nonlinear models that link a system of endogenous and exogenous variables with non-normal distributions. Using examples to illustrate the techniques of finding ML estimators and estimates, Eliason discusses what properties are desirable in an estimator, basic techniques for finding maximum likelihood solutions, the general form of the covariance matrix for ML estimates, the sampling distribution of ML estimators; the use of ML in the normal as well as other distributions, and some useful illustrations of likelihoods.

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Specifikationer
Sprog:
Engelsk
Sider:
96
ISBN-13:
9780803941076
Indbinding:
Paperback
ISBN-10:
0803941072
Udg. Dato:
29 sep 1993
Størrelse i cm:
21,6 x 14,1 x 0,5
Oplagsdato:
29 sep 1993
Forfatter(e):
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