Advanced Statistics
Explore specialist methods, advanced theory, research workflows and technical applications in statistics for postgraduate and research-level learning.
Study Statistics at postgraduate level.
Choose a focused course or combine several courses into a broader learning route. Each course is designed to build understanding progressively.
Bayesian Statistics
Develop intuition for priors, likelihoods, posterior distributions, Bayesian modelling and decision making.
Survival Analysis
Learn time-to-event analysis from Kaplan–Meier curves to Cox regression and modern survival modelling.
Longitudinal Data & Mixed Models
Analyse repeated and clustered data using mixed-effects models and longitudinal modelling strategies.
Causal Inference
Move beyond association using causal diagrams, potential outcomes, adjustment strategies and modern causal methods.
What should you build at this stage?
Your postgraduate route should develop both subject knowledge and the ability to use it independently.
Develop deeper technical understanding of specialist statistics methods and their assumptions.
Understand when techniques are appropriate, what their limitations are and how alternative approaches compare.
Build research-quality computational and analytical workflows that can be understood, checked and reproduced.
Move from textbook exercises towards independent research questions, projects, dissertations and real datasets.
The Statistics landscape.
Use these topics to understand the breadth of the discipline and identify where you may want to specialise next.
Where can Statistics take you?
Structured pathways connect individual courses into larger academic, technical and career goals.
Biostatistician
Progress from statistical inference and regression to epidemiology, survival analysis and reproducible health-data analysis.
7 structured stages · 5–7 monthsStatistical Researcher
Develop advanced statistical reasoning for research, modelling, causal questions and reproducible scientific analysis.
7 structured stages · 6–8 monthsNeed help with postgraduate statistics?
Get expert support for difficult concepts, exam preparation, coursework guidance, coding, projects and research-related learning.