Fall 2016 Course Syllabus: Math 448
Course Title: |
Stochastic Simulation |
Textbook: |
Simulation, by Ross, Sheldon,
M.
|
Reference
Books: |
Introductory Statistics with R, by Peter Dalgaard (2008, 2 edition). |
Prerequisites: |
Math 333 with a grade of C or better or Math 340 with a grade of C or better. |
Course
Outline |
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Date |
Lecture |
Chapter |
Topic |
Assignment |
Week 1 9/6 |
1 |
Chapter 2 |
Elements of Probability |
|
Week 2 9/13 |
3 |
Chapter 2 |
Elements of Probability
|
Homework 1 |
Week 3 9/20 |
5 |
Chapter 3 |
Random Numbers |
|
Week 4 9/27 |
7 |
Chapter 4 |
Generating Discrete Random Variables |
Homework 2 |
Week 5 10/4 |
|
|
MIDTERM EXAM I: Tuesday ~ October 4, 2016 |
|
|
Generating Continuous Random Variables |
|||
Week 6 10/11 |
10 |
Chapter 5 |
Generating Continuous Random Variables |
Homework 3 |
Week 7 10/18 |
12 |
Chapter 6 |
The Multivariate Normal Distribution and Copulas |
|
Week 8 10/25 |
13 |
Chapter 8 |
Statistical Analysis of Simulated Data |
Homework 4 |
Week 9 11/1 |
15 |
Chapter 9 |
Variance Reduction Techniques |
|
Week 10 11/8 |
|
|
MIDTERM EXAM II: Tuesday ~ Nov. 8, 2016 |
|
Chapter 9 |
Variance Reduction Techniques |
|||
Week 11 11/15 |
18 |
Chapter 9 |
Variance Reduction Techniques
|
|
Week 12 11/22
|
20 |
Chapter 9 |
Variance Reduction Techniques Tuesday ~ Thursday Class Meet |
Homework 6 |
Week 13 11/29 |
21 |
Chapter 11 |
Statistical Validation Techniques |
|
Week 14 12/6 |
23 |
Chapter 11 |
Statistical Validation Techniques |
Homework 7 |
Week 15 12/13 |
25 |
Chapter 12 |
Markov Chain Monte Carlo Methods Thursday ~ Reading Day |
|
Week 16 12/20 |
|
|
FINAL EXAM: Tuesday ~ December 20, 2016 |
|
IMPORTANT
DATES |
|
FIRST DAY OF SEMESTER |
September 6, 2016 |
LAST DAY TO WITHDRAW |
November 7, 2016 |
LAST DAY OF CLASSES |
December 14, 2016 |
FINAL EXAM PERIOD |
December 16 – 22, 2016 |
Grading Policy
Assignment Weighting |
|
Tentative Grading Scale |
||
Homework |
30 % |
|
A |
90 -- 100 |
Midterm Exam I |
20 % |
|
B+ |
82 -- 90 |
Midterm Exam II |
20 % |
|
B |
75 -- 81 |
Final Exam |
30 % |
|
C+ |
67 -- 74 |
|
|
|
C |
60 -- 66 |
|
|
|
|
50 -- 59 |
|
0 -- 49 |
Important Departmental and University
Policies
Prepared by Prof. Wenge Guo, August 22, 2016