VC International Scholarship in Low rank approximations of matrices with a focus on statistical applications

Please read eligibility criteria before applying

This proposal will investigate the structured low-rank approximation (SLRA) problem.

Broadly speaking, this work will involve a synergy of statistics, linear algebra and optimisation, and has relevance to problems in other disciplines. The problem will be shown to have implications for the analysis of time series, but is an interesting optimisation problem in its own right which requires a linear algebraic approach.

Traditionally linear algebra has seen applications in a wide variety of problems in multivariate statistics but the last decade has generated a number of new settings in which such techniques are being applied in statistics. This proposal also sees statistical and probabilistic techniques being applied back to linear algebra to obtain exciting breakthroughs. The student will have much training in working across disciplinary boundaries.


HOW TO APPLY

Applicants should submit an application for postgraduate study via the online application service http://www.cardiff.ac.uk/study/postgraduate/research/programmes/programme/mathematics

In the research proposal section of your application, please specify the project title and supervisors of this project and copy the project description in the text box provided. In the funding section, enter VC International Scholarship

VC INTERNATIONAL SCHOLARSHIP FOR RESEARCH EXCELLENCE
Duration: 3 years, subject to satisfactory progress
Start Date: 1 October 2020.

ACADEMIC CRITERIA:
A 2:1 or above Honours undergraduate degree or a master’s degree, in Mathematics or a related subject. Applicants for whom English is not their first language must demonstrate their proficiency by obtaining an IELTS score of at least 6.5 overall, with a minimum of 5.5 in each skills component.