Course Content
WeekTopicsStudy Materials _ocw_rs_drs_yontem
1 Sigma algebra and probability space
2 Consequences of Probability, random variables
3 Distribution functions and their properties
4 Discrete random variables, continuous random variables, probability mass functions, probability density functions
5 Quantile function and generating random numbers from distributions
6 Distributions of functions of random variables
7 Moment generating function, moments, expected value,variance
8 Mid-Term Exam
9 Midterm exam
10 Characteristic function, probability generating function
11 Named discrete distributions and their properties
12 Named discrete distributions and their applications
13 Named continuous distributions and their properties
14 Named continuous distributions and their applications
15 Location-scale family
16-17 Term Exams

Recommended or Required Reading
Textbook
Additional Resources