TAKEN: Modelling quality of life for ANCA Vasculitis patients

This project will be supported by colleagues in the School of Medicine and the PARADISE research group. ANCA Vasculitis is a rare auto-immune disease in which sufferers are susceptible to flares, whereby a person’s immune system attacks their own body. This project will involve analysing data measuring patient’s quality of life using the EQ-5D procedure. … Read more

Explaining Survival Predictions with Shapley Values (taken)

Machine learning models are increasingly used to predict time-to-event outcomes — for example, how long a patient might survive after treatment or when a machine is likely to fail. Unlike standard predictions, these models produce survival curves, which change over time. Existing explanation tools like Shapley values can tell us which features matter, but they … Read more

Statistics in Marketing

This project is particularly for the Students in Statistics and Sustainability. The interested Student should first check the papers: Establishing the link: Does web traffic from various marketing channels influence direct traffic source purchases? | Marketing Letters (springer.com) Unveiling digital dynamics: Do digital media investments impact organic branded searches? | Journal of Marketing Analytics The … Read more

Statistics in Environmental Science

The project will deal with the statistical analysis of meteorological data. See for example here: 🌤️ Free Open-Source Weather API | Open-Meteo.com The interested Students, must do a good search in this or another relevant data, contact me for confirmation and then they can request the project.

Estimating the number of species

ELIGIBILITY: This project is for a student on the M.Sc. in Statistics and Data Science. In this project, we’ll look at the various ways in which ecologists have attempted to answer the question ‘How many species are there?’. Some of these methods are statistical, and we’ll focus on those, but we’ll also take a look … Read more

Design and analysis of biodiversity experiments

ELIGIBILITY: This project is for a student taking the online MSc in Statistics and Data Science. In biodiversity experiments, typically the number, identity and proportions of species are manipulated across experimental units. Often additional treatments are of interest to test alongside species diversity treatments. The design of these experiments can be challenged by the multiple … Read more

Testing the relative importance of species diversity and cutting regime in agricultural grasslands

ELIGIBILITY: This project is for a student taking the MSc in Statistics and Sustainability. In agriculture, grasslands can play an important role in producing feed for animals and maintaining soil health in crop rotations. In recent years, mixing plant species with complementary traits have been proposed to reduce the quantity of synthetic fertiliser required to … Read more