Maximum Likelihood Estimation with Stata, Fourth Edition

Maximum Likelihood Estimation with Stata, Fourth Edition pdf epub mobi txt 电子书 下载 2025

出版者:Stata Press
作者:William Gould
出品人:
页数:352
译者:
出版时间:2010-10-27
价格:USD 79.95
装帧:Paperback
isbn号码:9781597180788
丛书系列:
图书标签:
  • 经济学
  • statistics
  • UB-economics
  • Statistics
  • Stata
  • 计量经济学
  • 统计学
  • Stata
  • 极大似然估计
  • 回归分析
  • 数据分析
  • 模型估计
  • 统计建模
  • 应用计量经济学
  • 概率统计
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具体描述

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.

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