Jones, Benjamin ORCID: https://orcid.org/0000-0002-6058-9692
2023.
Dimension reduction for regression: Theoretical and methodological developments.
PhD Thesis,
Cardiff University.
Item availability restricted. |
Jones, Benjamin ORCID: https://orcid.org/0000-0002-6058-9692 and Artemiou, Andreas ORCID: https://orcid.org/0000-0002-7501-4090 2021. Revisiting the predictive potential of Kernel principal components. Statistics and Probability Letters 171 , 109019. 10.1016/j.spl.2020.109019 |
Jones, Benjamin ORCID: https://orcid.org/0000-0002-6058-9692 and Artemiou, Andreas ORCID: https://orcid.org/0000-0002-7501-4090 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, Benjamin ORCID: https://orcid.org/0000-0002-6058-9692, Artemiou, Andreas ORCID: https://orcid.org/0000-0002-7501-4090 and Li, Bing 2020. On the predictive potential of kernel principal components. Electronic Journal of Statistics 14 (1) , pp. 1-23. 10.1214/19-EJS1655 |