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Maximum Likelihood Estimation with Stata, Fourth Edition (Electronic book text, 4th Revised edition)
Maximum Likelihood Estimation with Stata, Fourth Edition (Electronic book text, 4th Revised edition): William Gould, Jeffrey...
Maximum Likelihood Estimation with Stata, Fourth Edition (Electronic book text, 4th Revised edition): William Gould, Jeffrey...

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Maximum Likelihood Estimation with Stata, Fourth Edition (Electronic book text, 4th Revised edition)

William Gould, Jeffrey Pitblado, Brian Poi

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Maximum Likelihood Estimation with Stata, Fourth Edition is written for researchers in all disciplines who need to compute maximum likelihood estimators that are not available as prepackaged routines. Readers are presumed to be familiar with Stata, but no special programming skills are assumed except in the last few chapters, which detail how to add a new estimation command to Stata. The book begins with an introduction to the theory of maximum likelihood estimation with particular attention on the practical implications for applied work. Individual chapters then describe in detail each of the four types of likelihood evaluator programs and provide numerous examples, such as logit and probit regression, Weibull regression, random-effects linear regression, and the Cox proportional hazards model. Later chapters and appendixes provide additional details about the ml command, provide checklists to follow when writing evaluators, and show how to write your own estimation commands.

General

Imprint: Stata Press
Country of origin: United States
Release date: 2016
First published: 2010
Authors: William Gould • Jeffrey Pitblado • Brian Poi
Format: Electronic book text
Pages: 352
Edition: 4th Revised edition
ISBN-13: 978-1-59718-213-3
Barcode: 9781597182133
Categories: Books
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LSN: 1-59718-213-3

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