Master in Missing Data Consequences And Solutions

Applications for the Mar 2027 intake are open until Dec 15, 2026. Tuition is 1,314 USD per year.

Engaging with an AI chatbot that simulates a clinical researcher facing a real-world data gap, participants in this course dive into the critical, often frustrating reality of missing data in medical and epidemiological research. Rather than viewing missing values as simple errors to be ignored, this programme treats them as a complex statistical challenge requiring nuanced methodological choices.

Designed for professionals who need to ensure the integrity of their study outcomes, the course explores the mechanisms behind data loss—specifically MCAR, MAR, and MNAR—and how these mechanisms dictate the reliability of subsequent research findings. The curriculum moves beyond basic regression-based estimations to provide a deep dive into the Multivariate Imputation by Chained Equations (MICE) procedure. By generating multiple complete datasets and applying Rubin’s Rules, attendees gain the technical proficiency to manage data scenarios that might otherwise compromise their research.

Practical and Advanced Imputation Strategies

The learning experience is structured to bridge theory and practice through a blend of morning lectures and afternoon computer practicals. Participants will work directly with R (RStudio) and SPSS, applying advanced imputation diagnostics to assess the success of their strategies. Whether you are a clinical researcher, epidemiologist, or medical scientist, this intensive three-day programme provides the tools to transform incomplete data into robust, defensible evidence.

Vrije Universiteit Amsterdam is a research-led university situated in the heart of Amsterdam, founded in 1880 and welcoming more than 31,700 students including a large international cohort. Its long history combines academic tradition with modern interdisciplinary teaching across social sciences, humanities, law, business, and sciences. English-taught bachelor and master programs make it accessible to international applicants seeking a high-quality European education in a dynamic urban setting.

The university emphasizes research excellence and societal impact, with numerous institutes and centers that connect students to real-world challenges. Small-group teaching, problem-based learning options, and close supervision at graduate level support academic growth. International students can take advantage of dedicated services for visa advice, housing support, language courses, and career guidance that ease transition and enhance employability in the Netherlands and beyond.

Student life blends campus facilities with Amsterdam cultural vitality, including museums, startups, and multinational companies that offer internships and networking. Affordable public transport and a bicycle-friendly environment make daily life straightforward while campus clubs and student associations help newcomers build a community. Prospective international students should research program entry requirements early, prepare application documents and funding plans, and reach out to the international office to plan arrival and accommodation.