An Introduction to Stochastic Modeling, Mark Pinsky, Samuel Karlin, 4th Edition, Academic Press
Course Description: Basic probabilistic problems and methods in operations research and management science. Methods of problem formulation and solution. The course will cover basic stochastic processes such as simple random walk, Markov chains, Martingales, Poisson processes, and Brownian motion.
Prerequisites: Undergraduate Prerequisites: CAS MA 581 or CAS MA 381; or consent of instructor.
Graduate Prerequisites: CAS MA 581; or consent of instructor. The students are required to have a
solid understanding of basic probability and calculus.
I will try to follow the syllabus as closely as possible. However it may change depending on our progress. Any changes will be announced in class and posted here.
|Assingment||Due Date||Assignment||Material Covered|
|Homework 1||Thursday, January 25th||Chapter 1: Exercises 1.2.4, 1.2.9, 1.3.5 and Problems 1.4.2(part (a) only), 1.5.2. Chapter 2. Exercises: 2.1.5, Problems: 2.1.1, 2.1.7||Chapter 1 (review), Chapter 2: Sections 1-3.|
|TBA 09:30am-10:30am, regular class time||Midterm||Chapters 1-4 (material covered in class)|
Tentative grading policy: Your grade will be based on :(a) Homework (30%), (b) midterm exam (30%) and final exam (40%). The grading policy may change depending on the progress of the class.
Exam & Homeworks:
Exams: There will be one midterm exam and one final exam. The exam material for each one of the two exams will be announced in class and posted on the webpage of the course. The final exam will be cummulative. Hence, make sure that you have learned from your mistakes of the midterm.
Homeworks: There will be several homeworks, both theoretical and more of applied flavor. The due date of each homework will be announced in class and it will usually be 7-10 days after. Needless to say, you should work on the homework on your own, unless otherwise instructed by me. The lowest homework will be dropped if you participate in class. Late homeworks will NOT be accepted.
Make-up policy: Make up exams will be given only in extreme circumstances, and only when accompanied by appropriate documentation. Any student with a valid reason to be given a make up exam must contact me prior to the exam, either by email or in person, and present documentation at the next class session attended.