![Ben Jones](https://profiles-cardiff.imgix.net/attachments/405?w=200&h=200&auto=format&crop=faces&fit=crop&q=90")
Dr Ben Jones
Research student
- JonesBL7@cardiff.ac.uk
- 21-23 Senghennydd Road, Room M/1.10, Cathays, Cardiff, CF24 4AG
Overview
Ph.D completed
See the "Research" tab for a link to my thesis. I can be contacted via Linkedin.
Education
Ph.D. Mathematics (Cardiff University, 2016 - 2023)
B.Sc. Mathematics, (Cardiff University, 2013 - 2015)
Teaching (tutorials)
None Current.
Previously:
MA1004 Geometry
MA1006 Foundations of Mathematics II
MA1007 Vectors and Matrices
MA1301 Classical Mechanics
MA1500 Introduction to Probability Theory
MA1501 Statistical Inference
MA1801 Finance 1: Financial Markets and Corporate Financial Management
Publication
2023
- Jones, B. 2023. Dimension reduction for regression: Theoretical and methodological developments. PhD Thesis, Cardiff University.
2021
- Jones, B. and Artemiou, A. 2021. Revisiting the predictive potential of Kernel principal components. Statistics and Probability Letters 171, article number: 109019. (10.1016/j.spl.2020.109019)
2020
- Jones, B. and Artemiou, A. 2020. On principal components regression with hilbertian predictors. Annals of the Institute of Statistical Mathematics 72, pp. 627-644. (10.1007/s10463-018-0702-9)
- Jones, B., Artemiou, A. and Li, B. 2020. On the predictive potential of kernel principal components. Electronic Journal of Statistics 14(1), pp. 1-23. (10.1214/19-EJS1655)
Erthyglau
- Jones, B. and Artemiou, A. 2021. Revisiting the predictive potential of Kernel principal components. Statistics and Probability Letters 171, article number: 109019. (10.1016/j.spl.2020.109019)
- Jones, B. and Artemiou, A. 2020. On principal components regression with hilbertian predictors. Annals of the Institute of Statistical Mathematics 72, pp. 627-644. (10.1007/s10463-018-0702-9)
- Jones, B., Artemiou, A. and Li, B. 2020. On the predictive potential of kernel principal components. Electronic Journal of Statistics 14(1), pp. 1-23. (10.1214/19-EJS1655)
Gosodiad
- Jones, B. 2023. Dimension reduction for regression: Theoretical and methodological developments. PhD Thesis, Cardiff University.
Research
Research Group
Research Interests
Machine Learning, Statistics, Probability Theory, Sufficient Dimension Reduction, Hilbertian Data