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Handbook of Missing Data Methodology

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This handbook presents many methodological advances and the latest applications of missing data methods in empirical research. It outlines a general taxonomy of missing data mechanisms and their implications for analysis and describes alternatives for estimating models when data are missing. The book covers a range of approaches that assess the sensitivity of inferences to alternative assumptions about the missing data process. It also discusses how to handle missing data in clinical trials and sample surveys.

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  • Sprog:
  • Engelsk
  • ISBN:
  • 9781439854617
  • Indbinding:
  • Hardback
  • Sideantal:
  • 598
  • Udgivet:
  • 6. november 2014
  • Størrelse:
  • 177x261x31 mm.
  • Vægt:
  • 1242 g.
  • 8-11 hverdage.
  • 27. november 2024
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Beskrivelse af Handbook of Missing Data Methodology

This handbook presents many methodological advances and the latest applications of missing data methods in empirical research. It outlines a general taxonomy of missing data mechanisms and their implications for analysis and describes alternatives for estimating models when data are missing. The book covers a range of approaches that assess the sensitivity of inferences to alternative assumptions about the missing data process. It also discusses how to handle missing data in clinical trials and sample surveys.

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