There are 8 repositories under functional-data-analysis topic.
Functional Data Analysis Python package
Functional Optimal Transport: Map Estimation and Domain Adaptation for Functional data
A C++ library for physics-informed spatial and functional data analysis over complex domains.
The R wrapper to the fdaPDE library for physics-informed spatial and functional data analysis.
Goodness-of-fit tests for functional data analysis. Software companion for "A goodness-of-fit test for the functional linear model with functional response"
Multi-dimensional Functional Principal Component Analysis
Functional Latent datA Models for clusterING heterogeneOus curveS
R package for Partially Separable Multivariate Functional Data and Functional Graphical Models
CRAN Task View: Functional Data Analysis
A repository for function data
R code and dataset for the paper on spatially functional data
Software companion for "Goodness-of-fit tests for the functional linear model based on randomly projected empirical processes"
Categorical Functional Data Analysis
Easy-to-use collection of statistical methods and techniques, all written in R 🗂
This project is to compare our Fisher-Rao registration framework to the Dynamic Time Warping (DTW) to analyze neural signals such as EEG and fMRI where phase variability plays an important role in the data. The code provided here illustrate comparisons with simulation examples.
This package provides auxiliary functions for calculating Simultaneous Confidence Corridors (SCCs) on PET neuroimaging data. This package is developed as an auxiliary package to the project:
Arias-López JA, Cadarso-Suárez C, Aguiar-Fernández P. Functional Data Analysis for Imaging Mean Function Estimation: Computing Times and Parameter Selection. Computers. 2022; 11(6):91.
Bachelor's thesis: Functional data analysis: interpolation, registration, and nearest neighbors in scikit-fda
Semester project about Covariance Estimators for Matrix-variate Data
Prof. Cao's Slides and R codes for Functional Data Analysis Course
Intro to Functional Data Analysis - Part 2 RStudio Meetup Talk
Arias-López, J. A., Cadarso-Suárez, C., & Aguiar-Fernández, P. (2021). Computational Issues in the Application of Functional Data Analysis to Imaging Data (pp. 630–638).
A light-weight repository to compute Amplitude Phase distance between two functions
Companion Jupyter notebook of the paper "Functional Estimation of Anisotropic Covariance and Autocovariance Operators on the Sphere"
Modelling time-varying covariates effect on survival via functional data analysis: application to the MRC BO06 trial in osteosarcoma.
Bayesian nonparametric clustering of functional data.
Shiny App implementation. Forecasting Black Sea anomalies + Conformal Prediction bands.
Project for the Nonparametric Statistics course of the MSc in Mathematical Engineering @ Polimi (A.Y. 2022-2023).
Masters Thesis