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Missing Data in Longitudinal Studies - Michael J. (University of Florida Daniels - Bog

- Strategies for Bayesian Modeling and Sensitivity Analysis

af Michael J. (University of Florida Daniels

indgår i Chapman & Hall/CRC Monographs on Statistics and Applied Probability serien

Missing Data in Longitudinal Studies af Michael J. (University of Florida Daniels
Bag om Missing Data in Longitudinal Studies

Offers a unified Bayesian approach to handle missing data in longitudinal studies. This book contains examples and case studies on aging and HIV. It describes assumptions that include MAR and ignorability, demonstrate the importance of covariance modeling with incomplete data, and cover mixture and selection models for nonignorable missingness.

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  • Sprog:
  • Engelsk
  • ISBN:
  • 9781584886099
  • Indbinding:
  • Hardback
  • Sideantal:
  • 324
  • Udgivet:
  • 11. marts 2008
  • Størrelse:
  • 163x240x23 mm.
  • Vægt:
  • 612 g.
  • 2-4 uger.
  • 18. marts 2025
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Beskrivelse af Missing Data in Longitudinal Studies

Offers a unified Bayesian approach to handle missing data in longitudinal studies. This book contains examples and case studies on aging and HIV. It describes assumptions that include MAR and ignorability, demonstrate the importance of covariance modeling with incomplete data, and cover mixture and selection models for nonignorable missingness.

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