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Missing dataPaul David Allison

Missing data

200293 pages
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"Sooner or later anyone who does statistical analysis runs into problems with missing data in which information for some variables is missing for some cases. Why is this a problem? Because most statistical methods presume that every case has information on all the variables to be included in the analysis. Using numerous examples and practical tips, this book offers a nontechnical explanation of the standard methods for missing data (such as listwise or casewise deletion) as well as two newer (and, better) methods, maximum likelihood and multiple imputation. Anyone who has been relying on…

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Editions

1 edition
  • Other · English · 2002
    Sage Publications · 93 pages · 9780761916727
Mathematical statisticsMissing observations (Statistics)