Statistics Actuarial and Data Sciences Qualifying Exam Information
Where preparation meets performance
Our graduate students don’t just study advanced theory, they prove mastery through rigorous qualifying exams that reflect the real-world demands of research, analytics, and professional problem-solving.
These exams are an essential milestone in your journey toward earning a master’s or doctoral degree. They test not only technical knowledge but also your ability to think critically, synthesize information, and apply statistical and analytical methods under pressure, skills that define exceptional professionals in today’s data-driven world.
Our qualifying exams challenge you to demonstrate depth, precision, and adaptability across key areas of study. They ensure that every graduate of our program emerges with the confidence and competence to lead in academia, industry, and beyond.
To help students prepare, we provide access to past qualifying exams, a valuable resource for practicing problem-solving techniques, gauging readiness, and understanding the level of excellence our program expects. Reviewing these materials offers a glimpse into the intellectual rigor that defines CMU’s graduate experience.
Whether you’re drawn to theoretical statistics or applied analytics, these exams represent a benchmark of achievement, one that signals you’re ready to take on complex challenges and contribute meaningful insights to the future of data science.
Explore past qualifying exams
Use the links below to view and download past exams. Each reflects the high standards and comprehensive training that make our graduate students some of the most respected and well-prepared in their fields.
Theoretical statistics
Theoretical statistics - past qualifying exams
- Theoretical Statistics Exam Guidelines, August 2021
- Theoretical Statistics Qualifying Exam, STA 584 and STA 684, August 2025Theoretical Statistics Qualifying Exam, STA 584, January 2025
- Theoretical Statistics Qualifying Exam, STA 684, January 2025
- Theoretical Statistics Qualifying Exam, STA 584, August 2024
- Theoretical Statistics Qualifying Exam STA 684, August 2024
- Theoretical Statistics Qualifying Exam, January 2024: Exam not given
- Theoretical Statistics Qualifying Exam, August 2023
- Theoretical Statistics Qualifying Exam, January 2023
- Theoretical Statistics Qualifying Exam, August 2022: Exam not given
- Theoretical Statistics Qualifying Exam, January 2022: Exam not given
- Theoretical Statistics Qualifying Exam, August 2021
- Theoretical Statistics Qualifying Exam, January 2021
Exam date
Friday, August 22, 2025. 9 a.m. - 1 p.m.
Room: TBD
Committee members
Dr. Jungsywan Sepanski (STA 584, Chair)
Dr. Kahadawala Cooray (STA 684)
Dr. Daniel Wang
Applied statistics
Applied statistics - past qualifying exams
- Applied Statistics Qualifying Exam STA 590, August 2025
- Applied Statistics Qualifying Exam STA 682, August 2025
- Applied Statistics Qualifying Exam, January 2025: Exam not given
- Applied Statistics Qualifying Exam 682, Fall 2024
- Applied Statistics Qualifying Exam 590 August 2024
- Applied Statistics Qualifying Exam, January 2024: Exam not given
- Applied Statistics Qualifying Exam, STA 682, August 2023
- Applied Statistics Qualifying Exam, STA 590, August 2023
- Applied Statistics Qualifying Exam, January 2023: Exam not given
- Applied Statistics Qualifying Exam – STA 682, August 2022
- Applied Statistics Qualifying Exam – STA 590, August 2022
- Applied Statistics Qualifying Exam Guidelines, August 2022
- Applied Statistics Qualifying Exam, STA 682, January 2022
- Applied Statistics Qualifying Exam, STA 590, January 2022
- Applied Statistics Qualifying Exam, STA 590 Problem 1 data, January 2022
- Applied Statistics Qualifying Exam, STA 590 Problem 2 data, January 2022
- Applied Statistics Qualifying Exam, STA 590 Problem 3 data, January 2022
- Applied Statistics Qualifying Exam, STA 682, August 2021
- Applied Statistics Qualifying Exam, STA 590, August 2021
- Applied Statistics Qualifying Exam, STA 590 Problem 1 data, August 2021
- Applied Statistics Qualifying Exam, STA 590 Problem 2 data, August 2021
- Applied Statistics Qualifying Exam, STA 590 Problem 3 data, August 2021
Exam date
Thursday, August 21, 2025.
STA 590 8 a.m.-11 a.m. - Room TBD
STA 682 1 p.m. - 4 p.m. - Room TBD
Room: TBD
Committee members
Dr. Chin-I Cheng (STA 590, Chair)
Dr. Daniel Wang (STA 682)
Dr. Min Shu