All functions

air

Air quality data

cbind_mfd()

Bind variables of two Multivariate Functional Data Objects

cont_plot()

Produce contribution plots

control_charts_pca()

T^2 and SPE control charts for multivariate functional data

control_charts_pca_mfd_real_time()

Real-time T^2 and SPE control charts for multivariate functional data

control_charts_sof_pc()

Control charts for monitoring a scalar quality characteristic adjusted for by the effect of multivariate functional covariates

control_charts_sof_pc_real_time()

Real-time scalar-on-function regression control charts

data_sim_mfd()

Simulate multivariate functional data

fof_pc()

Function-on-function linear regression based on principal components

fof_pc_real_time()

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

funcharts

funcharts package

geom_mfd()

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

get_mfd_array()

Get Multivariate Functional Data from a three-dimensional array

get_mfd_array_real_time()

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

get_mfd_df()

Get Multivariate Functional Data from a data frame

get_mfd_df_real_time()

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

get_mfd_fd()

Convert a fd object into a Multivariate Functional Data object.

get_mfd_list()

Get Multivariate Functional Data from a list of matrices

get_mfd_list_real_time()

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

get_ooc()

Get out of control observations from control charts

get_sof_pc_outliers()

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

inprod_mfd()

Inner products of functional data contained in mfd objects.

inprod_mfd_diag()

Inner product of two multivariate functional data objects, for each observation

is.mfd()

Confirm Object has Class mfd

mfd()

Define a Multivariate Functional Data Object

norm.mfd()

Norm of Multivariate Functional Data

pca_mfd()

Multivariate functional principal components analysis

pca_mfd_real_time()

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

plot_bifd()

Plot a Bivariate Functional Data Object.

plot_bootstrap_sof_pc()

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

plot_control_charts()

Plot control charts

plot_control_charts_real_time()

Plot real-time control charts

plot_mfd()

Plot a Multivariate Functional Data Object.

plot_mon()

Plot multivariate functional object over the training data set

plot_pca_mfd()

Plot the harmonics of a pca_mfd object

predict_fof_pc()

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

predict_sof_pc()

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

rbind_mfd()

Bind replications of two Multivariate Functional Data Objects

regr_cc_fof()

Functional Regression Control Chart

regr_cc_fof_real_time()

Real-time functional regression control chart

regr_cc_sof()

Scalar-on-Function Regression Control Chart

scale_mfd()

Standardize Multivariate Functional Data.

sim_funcharts()

Simulate example data for funcharts

simulate_mfd()

Simulate a data set for funcharts

sof_pc()

Scalar-on-function linear regression based on principal components

sof_pc_real_time()

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

`[`(<mfd>)

Extract observations and/or variables from mfd objects.

tensor_product_mfd()

Tensor product of two Multivariate Functional Data objects

which_ooc()

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