Regularized Multivariate Functional Principal Component Analysis

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Documentation for package ‘ReMFPCA’ version 2.0.0

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*.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