MATH 2350 - Introduction to Mathematical Statistics

This is a calculus-based probability and statistics course. Topics covered in the course include:

  1. Statistical terminology
  2. Measures of central tendency, variation, and relative standing
  3. Probability, conditional probability, Bayes rule, counting methods
  4. Discrete probability distributions
  5. Continuous probability distributions
  6. Moments and the Moment Generating Function
  7. Sampling distributions
  8. Confidence Intervals
  9. Hypothesis Testing
  10. Linear Correlation and Regression
  11. Multiple Regression Modeling
  12. Analysis of Variance
  13. Nonparametric statistics
  14. Categorical Data Analysis