課程概述 |
1. Experiments, Models, and Probabilities
2. Discrete Random Variables
3. Continuous Random Variables
4. Pairs of Random Variables
5. Random Vectors
6. Sums of Random Variables
7. Parameter Estimation Using the Sample Mean
8. Hypothesis Testing
Lecture Time: Thursday 14:20~17:10
Class Website: To be announced.
Prerequisites: Calculus (A) 1 & 2
Textbook: Saeed Ghahramani, Fundamentals of Probability, 3rd Edition, Prentice Hall, 2005.Sheldon M. Ross, Introduction to Probability and Statistics for Engineers and Scientists, Elsevier Academic Press, 2004.
Homework: Homework assignments are given at the start of the lecture. Their due dates are assigned herein. The due dates are at least two weeks from the date of assignment. Late homework is NOT accepted.
Midterm/Final: There will be one midterm and one final exam during the university-scheduled midterm and final exam week.
Grading: Participation: 5%Homework: 20% Midterm: 35%Final: 40%
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