mvbasismfd: Define a Set of Multivariate Multidimensional Functional...

In ReMFPCA: Regularized Multivariate Functional Principal Component Analysis

Define a Set of Multivariate Multidimensional Functional Basis

Description

The 'mvbasismfd' a set of multivariate multidimensional basis functions. This class utilizes basis objects 'basismfd'.

Constructor for 'mvbasismfd' objects (same as 'Mvbasismfd')

Usage

Mvbasismfd(basis)

Mvbasismfd(basis)

## S3 method for class 'mvbasismfd'
mvbasismfd_obj[i = "index"]

Arguments

basis	A list of basisfd objects
mvbasismfd_obj	An 'mvmfd' object
i	An index or indices specifying the subsets to extract for the first dimension

Value

An 'mvbasismfd' object containing the specified subsets

Active bindings

nvar

number of variables

basis

A list of 'mvbasisfd' objects

dimSupp

A sequence of positive integers specifying support domain of the 'mvbasismfd' object.

nbasis

A list of integers specifying the number of basis functions

supp

A list of matrices specifying the support of basis functions

gram

The Gram matrix.

Methods

Public methods

• mvbasismfd$new()

• mvbasismfd$eval()

• mvbasismfd$clone()

---

Method new()

Constructor for 'mvbasismfd' objects (same as Mvbasismfd(...) )

Usage

mvbasismfd$new(basis)

Arguments

basis

A list of 'basismfd' objects

---

Method eval()

Evaluate the 'mvbasismfd' object at given argument values

Usage

mvbasismfd$eval(evalarg)

Arguments

evalarg

A list of numeric vectors of argument values at which the 'mvbasismfd' is to be evaluated

Returns

A list of evaluated values

---

Method clone()

The objects of this class are cloneable with this method.

Usage

mvbasismfd$clone(deep = FALSE)

Arguments

deep

Whether to make a deep clone.

See Also

mvmfd, basismfd

ReMFPCA documentation built on April 12, 2025, 9:11 a.m.