1. Basic Definitions and Concepts
2. Data Graphics
3. Introduction to Probability: The Binomial and Normal Probability Distributions
4. Choosing Samples
5. Statistical Inference: Estimation and Hypothesis Testing
6. Sample Size and Power
7. Linear Regression and Correlation
8. Analysis of Variance
9. Factorial Designs**
10. Transformations and Outliers
11. Experimental Design in Clinical Trials
12. Quality Control
13. Validation
14. Computer Intensive Methods
15. Nonparametric Methods
16. Optimization Techniques and Screening Designs**
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