funcharts

Air quality data

Bind variables of two Multivariate Functional Data Objects

Produce contribution plots

T^2 and SPE control charts for multivariate functional data

Real-time unsupervised multivariate functional control charts

Control charts for monitoring multivariate functional covariates and a scalar response

Real-time scalar-on-function regression control charts

Simulate multivariate functional data

Function-on-function linear regression based on principal components

Get a list of function-on-function linear regression models estimated on functional data each evolving up to an intermediate domain point.

funcharts package

Creates a geom layer to plot a Multivariate Functional Data Object with ggplot

Get Multivariate Functional Data from a three-dimensional array

Get a list of functional data objects each evolving up to an intermediate domain point.

Get Multivariate Functional Data from a data frame

Get a list of functional data objects each evolving up to an intermediate domain point.

Convert a fd object into a Multivariate Functional Data object.

Get Multivariate Functional Data from a list of matrices

Get a list of functional data objects each evolving up to an intermediate domain point.

Get out of control observations from control charts

Get possible outliers of a training data set of a scalar-on-function regression model.

Inner products of functional data contained in mfd objects.

Confirm Object has Class mfd

Define a Multivariate Functional Data Object

Norm of Multivariate Functional Data

Multivariate functional principal components analysis

Get a list of multivariate functional principal component analysis models estimated on functional data each evolving up to an intermediate domain point.

Plot a Bivariate Functional Data Object.

Plot bootstrapped estimates of the scalar-on-function regression coefficient

Plot control charts

Plot real-time control charts

Plot a Multivariate Functional Data Object.

Plot multivariate functional object over the training data set

Plot the harmonics of a pca_mfd object

Use a function-on-function linear regression model for prediction

Use a scalar-on-function linear regression model for prediction

Bind replications of two Multivariate Functional Data Objects

Functional Regression Control Chart

Real-time functional regression control chart

Scalar-on-Function Regression Control Chart

Standardize Multivariate Functional Data.

Scalar-on-function linear regression based on principal components

Get a list of scalar-on-function linear regression models estimated on functional data each evolving up to an intermediate domain point.

Extract observations and/or variables from mfd objects.

Tensor product of two Multivariate Functional Data objects

Get the index of the out of control observations from control charts