# Functional Control Charts

## Documentation for package ‘funcharts’ version 1.1.0

- DESCRIPTION file.
- User guides, package vignettes and other documentation.

## Help Pages

air | Air quality data
cbind_mfd | Bind variables of two Multivariate Functional Data Objects
control_charts_pca | T^2 and SPE control charts for multivariate functional data
control_charts_pca_mfd_real_time | Real-time unsupervised multivariate functional control charts
control_charts_sof_pc | Control charts for monitoring multivariate functional covariates and a scalar response
control_charts_sof_pc_real_time | Real-time scalar-on-function regression control charts
cont_plot | Produce contribution plots
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.
simulate_mfd | Simulate example data 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.
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
[.mfd | Extract observations and/or variables from 'mfd' objects.