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The BLUPs are not “best” when it comes to bootstrapping

✍ Scribed by Jeffrey S Morris

Book ID
104301836
Publisher
Elsevier Science
Year
2002
Tongue
English
Weight
87 KB
Volume
56
Category
Article
ISSN
0167-7152

No coin nor oath required. For personal study only.

✦ Synopsis

In the setting of mixed models, some researchers may construct a semiparametric bootstrap by sampling from the best linear unbiased predictor residuals. This paper demonstrates both mathematically and by simulation that such a bootstrap will consistently underestimate the variation in the data in ÿnite samples.

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