Foundations of Probability and Statistics | Weatherhead School at Case Western Reserve University

Foundations of Probability and Statistics

3.00 credit hours

Data of many kinds are typically available in practice, but the challenge is to use those data to make effective professional decisions. This software-intensive course begins with useful descriptions of data and the probability theory foundation on which statistics rests. It continues to statistics, including the central limit theorem, which explains why data often appear to be normally distributed, and the Palm-Khintchine theorem which explains why data often appear to have a Poisson distribution. The remainder of the course focuses on regression and forecasting, including detecting and overcoming some of the deadly sins of regression, and the surprising flexibility of regression models. Recommended preparation: One semester of undergraduate calculus or consent of instructor.

No Syllabus Available

Qi Wu (Fall 2022)

NOTE: Instructors and offerings vary by semester. Visit the Schedule of Classes for the most up-to-date information.