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History
In the
development and (especially) teaching of statistical models,
parametric 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