### Hypothesis Testing, Statistical Inference, and Regression Analysis

1, Explain the difference between the null and alternative hypothesis. Which one can be proven in a statistical sense? 2. What are the differences between one- and two- sample hypothesis tests? Describe the correct mathematical form for specifying the null and alternative hypotheses for both types of tests. 3. Explain Type I