Functional Data Analysis for Imaging Mean Function Estimation: Computing Times and Parameter Selection
This repository contains all the code used in our article:
Arias-López, J. A., Cadarso-Suárez, C., & Aguiar-Fernández, P. (2022). Functional Data Analysis for Imaging Mean Function Estimation: Computing Times and Parameter Selection. Computers, 11(6):91. https://doi.org/10.3390/computers11060091
The analysis was performed entirely in R, with scripts organized in two ways for your convenience:
- A complete MASTERSCRIPT that runs the entire analysis
- Individual task-specific scripts that combined equal the MASTERSCRIPT
Feel free to use this code to replicate our results or adapt it for your own research. Long live open science!
| N10 | N25 | N50 |
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| Lower Interval | Mean Function | Upper Interval |
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