If in fact the data points are bad, that is indefensible, and replaced by
missing values then I would suggest using a mixed models approachj with
Maximum Likelihood estimation. This will not result in listwise deletion and
is generally preferable to GLM because of its greater flexibility. SAS
MIXED, MLwin, HLM5 and SPSS 11 all have the ability to do the mixed model
approach.

Paul R. Swank, Ph.D.
Professor, Developmental Pediatrics
Medical School
UT Health Science Center at Houston





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