# Regularized Multivariate Functional Principal Component Analysis

## Documentation for package ‘ReMFPCA’ version 2.0.0

- DESCRIPTION file
- Package NEWS
- Package README

## Help Pages

*.mfd | Scalar multiplication of an 'mfd' object
*.mvmfd | Multiplication of an 'mvmfd' object with a scalar
+.mfd | Add two 'mfd' objects
+.mvmfd | Addition of two 'mvmfd' objects
-.mfd | Subtract two 'mfd' objects
-.mvmfd | Subtraction of two 'mvmfd' objects
Basismfd | Define a Set of Multidimensional Functional Basis
basismfd | Define a Set of Multidimensional Functional Basis
bimfdplot | Bivariate plot for 'mvmfd' objects
electrical_power_data | Electrical Power Dataset
inprod_mfd | Compute the inner product between two objects of class 'mfd'
inprod_mvmfd | Compute the inner product between two objects of class 'mvmfd'
is.basismfd | Check if an object is of class 'basismfd'
is.mfd | Check if an object is of class 'mfd'
is.mvbasismfd | Check if an object is of class 'mvbasismfd'
is.mvmfd | Check if an object is of class 'mvmfd'
length | Length of an object of classes 'mfd'or 'mvmfd'.
mean | mean of an object of classes 'mfd'or 'mvmfd'.
Mfd | Define a Set of Multidimensional Functional Data objects
mfd | Define a Set of Multidimensional Functional Data objects
motion_sense_data | Motion Sense Dataset: Measurements of user acceleration and pitch attitude collected by smartphones from 24 individuals performing four distinct activities: jogging, walking, sitting, and standing.
Mvbasismfd | Define a Set of Multivariate Multidimensional Functional Basis
mvbasismfd | Define a Set of Multivariate Multidimensional Functional Basis
Mvmfd | Define a Set of Multivariate Multidimensional Functional Data objects
mvmfd | Define a Set of Multivariate Multidimensional Functional Data objects
norm_mfd | Compute the norm of an object of class 'mfd'
norm_mvmfd | Compute the norm of an object of class 'mvmfd'
pen_fun | Penalty Function
plot | plots an object of classes 'mfd', 'mvmfd' or 'remfpca'
Remfpca | A Class for 'ReMFPCA' objects
remfpca | A Class for 'ReMFPCA' objects
sd | Standard deviation of an object of class 'mfd'.
[.mfd | Extract subsets of an 'mfd' object
[.mvbasismfd | Define a Set of Multivariate Multidimensional Functional Basis
[.mvmfd | Extract subsets of an 'mvmfd' object