Summary
For details about my research please see: http://wwwf.imperial.ac.uk/~hbattey/.
Selected Publications
Journal Articles
Battey H, Cox DR, Lee S, 2022, On partial likelihood and the construction of factorisable transformations, Information Geometry
Battey H, Cox DR, 2022, Some perspectives on inference in high dimensions, Statistical Science, Vol:37, Pages:110-122
Rybak J, Battey H, 2021, Sparsity induced by covariance transformation: some deterministic and probabilistic results, Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences, Vol:477
Battey H, Cox DR, 2020, High-dimensional nuisance parameters: an example from parametric survival analysis, Information Geometry, Vol:3, Pages:119-148
Battey HS, 2019, On sparsity scales and covariance matrix transformations, Biometrika, Vol:106, ISSN:0006-3444, Pages:605-617
Battey HS, Cox DR, 2018, Large numbers of explanatory variables: a probabilistic assessment, Proceedings of the Royal Society A: Mathematical, Physical and Engineering Sciences, Vol:474
Avella M, Battey HS, Fan J, et al., 2018, Robust estimation of high-dimensional covariance and precision matrices, Biometrika, Vol:105, ISSN:0006-3444, Pages:271-284
Battey HS, Fan J, Liu H, et al., 2018, Distributed testing and estimation in sparse high dimensional models, Annals of Statistics, Vol:46, ISSN:0090-5364, Pages:1352-1382
Cox, DR, Battey HS, 2017, Large numbers of explanatory variables, a semi-descriptive analysis, Proceedings of the National Academy of Sciences of the United States of America, Vol:114, ISSN:0027-8424, Pages:8592-8595
Battey HS, 2017, Eigen structure of a new class of structured covariance and inverse covariance matrices, Bernoulli, Vol:23, Pages:3166-3177