English, Article, Journal or magazine article edition: On parameters estimation procedures in multilevel models Pieralda FERRARI; Nadia SOLARO

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Bookmark: http://trove.nla.gov.au/version/59006
Physical Description
  • preprint
Language
  • English

Edition details

Title
  • On parameters estimation procedures in multilevel models
Author
  • Pieralda FERRARI
  • Nadia SOLARO
Physical Description
  • preprint
Notes
  • We examine maximum likelihood estimation procedures in multilevel models re-latedto two-level hierarchically structured data. Usually, for fixed effects and variance com-ponentsestimation, multivariate normal distribution is assumed. Here we consider for randomeffects multivariate exponential power distribution (MEP), which represents one of the possiblegeneralizations of multivariate normal distribution. We examine robustness of maximum like-lihoodestimators under normal assumption when, indeed, random effects are MEP distributed.The study is conducted through MC simulation procedures
  • RePEc:mil:wpdepa:2004-20
Language
  • English
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