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  • 标题:Estimating equations and diagnostic techniques applied to zero-inflated models for panel data
  • 本地全文:下载
  • 作者:Maria Kelly Venezuela ; Rinaldo Artes
  • 期刊名称:Electronic Journal of Statistics
  • 印刷版ISSN:1935-7524
  • 出版年度:2014
  • 卷号:8
  • 期号:1
  • 页码:1641-1660
  • DOI:10.1214/14-EJS936
  • 语种:English
  • 出版社:Institute of Mathematical Statistics
  • 摘要:Many practical studies analyze semi-continuous longitudinal data using, for example, ZAIG (Zero-Adjusted Inverse Gaussian) or BEZI (Beta Zero-Inflated) models as marginal distributions. We develop herein estimating equations analogous to Liang and Zeger’s estimating equation of independence and related diagnostic techniques for regression models, with zero-inflated response variable and panel data structure. A simulation study to evaluate some properties of the estimators obtained from the estimating equations and two applications with real data are presented.
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