In the
development of statistical models, and even moreso in the teaching of
statistics, parametric probability models have received undue
emphasis
Examples:
·t test is
typically presented in the context of the normal probability model
·theory of
linear models stresses small sample properties
·random
effects specified parametrically
·Bayesian
(and especially hierarchical Bayes) models are replete with
parametric distributions