MS in Statistics and Data Science Program Requirements
The MS in Statistics and Data Science Program offers two tracks
- Coursework of 12 units + MS Qualifying exam
- Coursework of 12 units + MS Qualifying exam + Optional MS thesis
In order to receive a Master’s in Statistics and Data Science degree, students in both tracks must
Complete the following coursework:
- STAT 350-0 Regression Analysis
- STAT 353-0 Advanced Regression
- STAT 415-0 Introduction to Machine Learning
- STAT 420-1,2,3 Introduction to Statistical Theory and Methodology 1, 2, 3
- At least 6 electives (no more than 10) approved by the program director, at least 2 of which must be 400-level STAT elective courses, and no more than 3 courses can be chosen from other programs to fulfill the coursework requirement.
Pass the Qualifying Exam at the Master’s level. This comprehensive examination covers the required course work in the first year and is typically taken in beginning of fall quarter of the second year.
Optional Master’s Thesis
Doing a thesis is provided as an option for students who desire to enhance their research experience by working with a thesis advisor on cutting-edge topics. Starting the second quarter of the first year of study, students who are interested in the thesis track will be encouraged to approach faculty advisors and identify one as a thesis advisor. Once the thesis advisor is chosen, a thesis committee will be formed for each student, consisting of the thesis advisor, and two other faculty advisor members. The thesis committee must be formed not later than the end of Fall quarter of the second year. The thesis advisor will guide the student in thesis research, and course registration until completion. Students need to write a thesis and do a 30-min public presentation.
Length of study
Both tracks require a minimum of 4 quarters of residency (not including summer), while students on thesis track may need 5-6 quarters or longer to complete their degree. The degree for both tracks must be completed within two years (i.e., Fall of Year 1 to Summer of Year 2).
Questions: please contact the MS in Statistics and Data Science Program Director, Hongmei Jiang hongmei@northwestern.edu