adass - Adaptive Smoothing Spline (AdaSS) Estimator for the Function-on-Function Linear Regression
Implements the adaptive smoothing spline estimator for the function-on-function linear regression model described in Centofanti et al. (2023) <doi:10.1007/s00180-022-01223-6>.
Last updated 7 months ago
3.30 score 2 stars 20 scripts 301 downloadsrofanova - Robust Functional Analysis of Variance
Implements the robust functional analysis of variance (RoFANOVA), described in Centofanti et al. (2021) <arXiv:2112.10643>. It allows testing mean differences among groups of functional data by being robust against the presence of outliers.
Last updated 3 years ago
openblascppopenmp
3.22 score 1 dependents 11 scripts 169 downloadsslasso - S-LASSO Estimator for the Function-on-Function Linear Regression
Implements the smooth LASSO estimator for the function-on-function linear regression model described in Centofanti et al. (2020) <arXiv:2007.00529>.
Last updated 3 years ago
cpp
2.74 score 1 stars 11 scripts 242 downloadssasfunclust - Sparse and Smooth Functional Clustering
Implements the sparse and smooth functional clustering (SaS-Funclust) method (Centofanti et al. (2021) <arXiv:2103.15224>) that aims to classify a sample of curves into homogeneous groups while jointly detecting the most informative portions of domain.
Last updated 4 years ago
openblascppopenmp
2.70 score 1 stars 9 scripts 254 downloads