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Problem with (Semi)parametrics
Many
mechanisms would seem to make it likely that the problems in
which a fully parametric model or even a semiparametric
model is correct constitute a set of measure zero
•Treatments are often
directed to outliers
•Treatments are often
only effective in subsets
•Factors affect rates;
outcomes measure cumulative effects