The course content addresses the following topics:
- Introduction and descriptive techniques.
- Confidence intervals and hypothesis tests.
- Sample size determinations.
- Sampling techniques.
- Test for categorical data.
- Nonparametric tests.
- Hypothesis tests for more than two groups (Analysis ofv ariance).
- Hypothesis tests for two or more factors (Multifactor ANOVA).
- Principles of experimental design.
- Factorial and fractional factorial designs.
- Other types of designs.
- Correlation.
- Simple linear regression.
- Multiple regression.
- Analysis of covariance.
- Response surface designs.
- Models for categorical data.
- Survival analysis.
- Multivariate analysis.
- Analysis of time series data.
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