5.9. Consider a simple random sample of size n with r respondents and m n ...

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5.9. Consider a simple random sample of size n with r respondents and m ¼ n  r nonrespondents, and let yR and s2 R be the sample mean and variance of the respondents’ data, and yNR and s2 NR the sample mean and variance of the imputed data. Show that the mean and variance y and s2  of all the data can be written as y ¼ ðryR þ myNRÞ=n and s 2  ¼ ½ðr  1Þs 2 R þ ðm  1Þs 2 NR þ rmðyR  yNRÞ 2 =n=ðn  1Þ:

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Statistical Analysis With Missing Data

ISBN: 9780471183860

2nd Edition

Authors: Roderick J. A. Little, Donald B. Rubin

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