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Maximum Likelihood Estimation: Logic and Practice
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Maximum Likelihood Estimation: Logic and Practice Paperback - 1993 - 1st Edition

by Scott R. Eliason


From the publisher

In this volume the underlying logic and practice of maximum likelihood (ML) estimation is made clear 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 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 ML solutions; the general form of the covariance matrix for ML estimates; the sampling distribution of ML estimators; the application of ML in the normal distribution as well as in other useful distributions; and some helpful illustrations of likelihoods.

Details

  • Title Maximum Likelihood Estimation: Logic and Practice
  • Author Scott R. Eliason
  • Binding Paperback
  • Edition number 1st
  • Edition 1
  • Pages 96
  • Volumes 1
  • Language ENG
  • Publisher Sage Publications, Inc
  • Date 1993-08
  • Illustrated Yes
  • ISBN 9780803941076 / 0803941072
  • Weight 0.26 lbs (0.12 kg)
  • Dimensions 8.68 x 5.46 x 0.24 in (22.05 x 13.87 x 0.61 cm)
  • Library of Congress subjects Social sciences - Statistical methods, Estimation theory
  • Library of Congress Catalog Number 93025529
  • Dewey Decimal Code 300.015
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Maximum Likelihood Estimation : Logic and Practice
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Maximum Likelihood Estimation : Logic and Practice

by Eliason, Scott R

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Maximum Likelihood Estimation: Logic and Practice (Quantitative Applications in the Social Sciences)
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Maximum Likelihood Estimation: Logic and Practice (Quantitative Applications in the Social Sciences)

by Eliason, Scott R

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Maximum Likelihood Estimation: Logic and Practice
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Maximum Likelihood Estimation: Logic and Practice

by Scott R. Eliason

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Maximum Likelihood Estimation: Logic and Practice (Quantitative Applications in the Social Sciences)
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Maximum Likelihood Estimation: Logic and Practice (Quantitative Applications in the Social Sciences)

by Eliason, Scott R

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Maximum Likelihood Estimation: Logic and Practice (Quantitative Applications in the Social Sciences)
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Maximum Likelihood Estimation: Logic and Practice (Quantitative Applications in the Social Sciences)

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Maximum Likelihood Estimation: Logic and Practice (Quantitative Applications in the Social Sciences)
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Maximum Likelihood Estimation: Logic and Practice (Quantitative Applications in the Social Sciences)

by Eliason, Scott R

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Paperback
ISBN 10 / ISBN 13
9780803941076 / 0803941072
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