Flexible Imputation of Missing Data

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Missing data form a problem in every scientific discipline, yet the techniques required to handle them are complicated and often lacking. One of the great ideas in statistical science—multiple imputation—fills gaps in the data with plausible values, the uncertainty of which is coded in the data itself. It also solves other problems, many of which are missing data problems in disguise.

Flexible Imp...

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Missing data form a problem in every scientific discipline, yet the techniques required to handle them are complicated and often lacking. One of the great ideas in statistical science—multiple imputation—fills gaps in the data with plausible values, the uncertainty of which is coded in the data itself. It also solves other problems, many of which are missing data problems in disguise.

Flexible Imp...

Read more
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  • Formats: pdf
  • ISBN: 9781439868256
  • Publication Date: 29 Mar 2012
  • Publisher: CRC Press
  • Product language: English
  • Drm Setting: DRM