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.
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.