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Procedure components to write:
criteria-functions
- Least squares
- maximum likelihood
approximate criteria functions
- FO, FOCE, SAEM
-
root-functions
- influence-function
- score-function
functional forms
- linear predictor
- emax
- logistic
- inverse-logistic
test-procedures (compare a constructed test stat against a distribution)
- t-test
- wald-test
- score-test
- likelihood-ratio-test
hypothesis-test-philosophies
- neyman-pearson-test
- fisher-test
specific-procedures:
t-test:
- test-procedure (
distributional-procedures
- bootstrap
- parametric (model-based)
- nonparametric (empirical)
- jackknife
- martingale resampling
goodness-of-fit / lack-of-fit
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