R-universe - fabiocentofanti (Fabio Centofanti)

rofanova - Robust Functional Analysis of Variance

Implements the robust functional analysis of variance (RoFANOVA), described in Centofanti et al. (2023) <doi:10.1093/jrsssc/qlad074>. It allows testing mean differences among groups of functional data by being robust against the presence of outliers.

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openblascppopenmp

3.82 score 1 dependents 22 scripts 230 downloads

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

3.50 score 3 stars 21 scripts 231 downloads

slasso - 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. (2022) <doi:10.1016/j.csda.2022.107556>.

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cpp

3.04 score 11 scripts 237 downloads