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Statistical Models
How are
(semi)parametric assumptions really used in statistical models?
•Choice of functional for comparisons
•Formula for computing the estimate of the functional
•Distributional family for the estimate
•Mean-variance
relationship across alternatives
•Shape of distribution for data