Functional Data Analysis

Functional Data Analysis for Imaging Mean Function Estimation: Computing Times and Parameter Selection

In the present study, we aim to apply these novel procedures to simulated data and measure computing times both for the estimation of mean function and SCC for a one-group approach, for the comparison between two groups of images, and for the construction of Delaunay triangulations necessary for the implementation of the methodology. We also provide the computational tools to ensure replicability of the results herein presented.

Computational Issues in the Application of Functional Data Analysis to Imaging Data.

In the present study, we aim to apply these novel procedures to simulated data and measure computing times both for the estimation of mean function and SCC for a one-group approach, for the comparison between two groups of images, and for the construction of Delaunay triangulations necessary for the implementation of the methodology. We also provide the computational tools to ensure replicability of the results herein presented.