Standardization of rates
- direct standardization
- indirect standardization
Tables for epidemiologists
- 2 x 2 and 2 x 2 stratified tables for longitudinal, cohort study, casecontrol, and matched casecontrol data
- Odds ratio, incidence ratio, risk ratio, risk difference, and attributable fraction
- Confidence intervals for the above
- Chi-squared, Fisher's exact, and MantelHaenszel tests
- Tests for homogeneity
- Choice of weights for stratified tables: MantelHaenszel, standardized, or user-specified
- Exact McNemar test for matched casecontrol data
- Tabulated odds and odds ratios
- Score test for linear trend
Table symmetry and marginal homogeneity tests
- n x n tables where there is one-to-one matching of cases and controls
- asymptotic symmetry and marginal homogeneity tests
- exact symmetry tests
- transmission disequilibrium test (TDT)
U.S. Food and Drug Administration (FDA) submittals
- read and write data in the format required by the FDA for new drug application (NDA) submittals
- describe the contents of data written in the FDA required format
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Receiver Operating Characteristic (ROC) curves
- calculate area under curve
- fit maximum-likelihood ROC models assuming a binormal distribution of the latent variable
- test equality of two or more ROC areas
- test equality of ROC area against a "gold-standard" ROC curve
- raw and Bonferroni adjusted significance probability
- Sidak's adjustment for multiple comparisons
Generalized linear models for the binomial family
- individual-level or grouped data
- odds ratios, risk ratios, health ratios, and risk differences
Pharmacokinetics
- pharmacokinetic measures from time-and-concentration subject-level data
- tests that measurement is normally distributed
- analysis of data from crossover design experiment
- tests of bioequivalence for two treatments
ICD-9-CM diagnostic and procedure codes
- verify that a variable contains valid codes
- modify codes to display in standard format
- display a description of codes
- display the identity of source
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