Functional Control Charts

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Documentation for package ‘funcharts’ version 1.7.0

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

air	Air quality data
AMFCC_PhaseI	Phase I of the Adaptive Multivariate Functional Control Chart (AMFCC).
AMFCC_PhaseII	Phase II of the Adaptive Multivariate Functional Control Chart (AMFCC).
AMFEWMA_PhaseI	Adaptive Multivariate Functional EWMA control chart - Phase I
AMFEWMA_PhaseII	Adaptive Multivariate Functional EWMA control chart - Phase II
cbind_mfd	Bind variables of two Multivariate Functional Data Objects
control_charts_pca	T2 and SPE control charts for multivariate functional data
control_charts_pca_mfd_real_time	Real-time T2 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
cont_plot	Produce contribution plots
cor_mfd	Correlation Function for Multivariate Functional Data
cov_mfd	Covariance Function for Multivariate Functional Data
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.
FRTM_PhaseI	Phase I of the FRTM method.
FRTM_PhaseII	Phase II of the FRTM method.
functional_filter	Finds functional componentwise outliers
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_outliers_mfd	Get outliers from multivariate functional data
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'
lines_mfd	Add the plot of a new multivariate functional data object to an existing plot.
mean_mfd	Mean Function for Multivariate Functional Data
mfd	Define a Multivariate Functional Data Object
mFPCA	Mixed Functional Principal Component Analysis (mFPCA)
norm.mfd	Norm of Multivariate Functional Data
OEBFDTW	Open-end/open-begin Functional Dynamic Time Warping (OEB-FDTW)
par.FDTW	Setting open-end/open-begin functional dynamic time warping (OEB-FDTW) defaults
par.mFPCA	Setting mixed functional principal component analysis (mFPCA) defaults
par.rtr	Setting real-time registration step defaults
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.AMFCC_PhaseI	Plot the results of the Phase I and the Phase II of the AMFCC
plot.AMFCC_PhaseII	Plot the results of the Phase I and the Phase II of the AMFCC
plot.FRTM_PhaseI	Plot the results of the Phase I and the Phase II of the FRTM
plot.FRTM_PhaseII	Plot the results of the Phase I and the Phase II of the FRTM
plot.mFPCA	Plot the results of the Mixed Functional Principal Component Analysis (mFPCA)
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
regr_cc_sof_real_time	Real-time Scalar-on-Function Regression Control Chart
RoMFCC_PhaseI	Robust Multivariate Functional Control Charts - Phase I
RoMFCC_PhaseII	Robust Multivariate Functional Control Charts - Phase II
RoMFDI	Robust Multivariate Functional Data Imputation (RoMFDI)
rpca_mfd	Robust multivariate functional principal components analysis
scale_mfd	Standardize Multivariate Functional Data.
simulate_data_FRTM	Simulate data for real-time monitoring of univariate functional data
simulate_mfd	Simulate a data set for funcharts
sim_funcharts	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.