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stat.ME2022
Eigen-Adjusted Functional Principal Component Analysis
Ci-Ren Jiang, Eardi Lila, John AD Aston +1
Functional Principal Component Analysis (FPCA) has become a widely-used dimension reduction tool for functional data analysis. When additional covariates are available, existing FP…
stat.ME2018
Representation and reconstruction of covariance operators in linear inverse problems
Eardi Lila, Simon Arridge, John A. D. Aston
We introduce a framework for the reconstruction and representation of functions in a setting where these objects cannot be directly observed, but only indirect and noisy measuremen…