Maximum Likelihood Estimation with Stata, Fifth Edition

Maximum Likelihood Estimation with Stata, Fifth Edition

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Artikelnummer: 7428531

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Book Highlights

  • Learn about maximum likelihood estimation and how to write your own maximum likelihood estimator in Stata using the ml command.

  • See how to easily incorporate robust and cluster–robust standard errors, constraints, support for survey data, and other features that are common to many official Stata commands.

  • Learn how to write a complete estimation command.

  • Find out how to take advantage of Mata, Stata's matrix programming language, either to write your own likelihood evaluator that is used with the ml command or to implement a maximum likelihood estimator fully within Mata with the moptimize() suite of functions.

New in the fifth edition

  • Updates for modern syntax and features

  • A new chapter on the mlexp command, which allows you to specify a likelihood and perform estimation without any programming

  • A new chapter on Mata's moptimize() suite of functions, which allows you to implement maximum likelihood estimators entirely within Mata

  • Updated examples, including a new example of implementing a bivariate Poisson model that takes the researcher through the entire process of deriving a likelihood through writing a full-fledged estimation command