Master in Missing Data Consequenties En Oplossingen

Tuition fees are 1,373 USD per year. The application deadline for the Dec 2026 intake is Sep 15, 2026.

Addressing missing data is a critical challenge in medical and epidemiological research, where the integrity of study outcomes often hinges on how researchers account for incomplete datasets. At Vrije Universiteit Amsterdam, this specialised programme provides a rigorous framework for evaluating and resolving data gaps, moving beyond simple omissions to sophisticated statistical resolution.

The curriculum bridges theoretical understanding with applied methodology, ensuring participants are equipped to handle complex data realities. You will explore the mechanisms behind missing values—specifically MCAR, MAR, and MNAR—and learn how to mitigate their impact on statistical power and validity. A distinctive feature of this course is the integration of hands-on computer practicals using R (RStudio) and SPSS, alongside an innovative AI-chatbot simulation that replicates real-world clinical research dilemmas, allowing you to test strategies in a safe, guided environment.

Advanced Imputation Strategies

The programme places significant emphasis on Multiple Imputation using the Multivariate Imputation by Chained Equations (MICE) procedure. Participants undergo a comprehensive deep dive into generating complete datasets, applying Rubin’s Rules for result aggregation, and performing essential imputation diagnostics to ensure the robustness of the final analysis.

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.