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Parametric Models: Issues
Advantages
•Can estimate any of
the summary measures
•Can handle sparse
data
Disadvantages
•Not robust to other
distributions
–Parametric estimates
do not generally have easy nonparametric interpretation
•E.g., lognormal model
is not particularly robust
•Little reason to
suggest particular distribution
–But motivation does
exist for Weibull and Gamma