Course Content
WeekTopicsStudy Materials _ocw_rs_drs_yontem
1 Random vectors, joint distributions
2 Joint probability mass function, joint probability density function
3 Joint distribution function, joint moment generating function and properties
4 Functions of more than one random variables and their distribution
5 Functions of more than one random variables and their distribution
6 Conditional distributions, marginal distributions
7 Conditional expected values and conditional variances
8 Hierarchical distributions
9 Midterm exam
10 Random samples and properties
11 Distribution of sample statistics
12 Distribution of sample statistics
13 Limiting distributions, central limit theorem
14 Order statistics and sample percentiles
15 Method of moments
16-17 Maximum likelihood method

Recommended or Required Reading
Textbook
Additional Resources