Man pages for funcharts
Functional Control Charts

airAir quality data
AMFCC_PhaseIPhase I of the Adaptive Multivariate Functional Control Chart...
AMFCC_PhaseIIPhase II of the Adaptive Multivariate Functional Control...
AMFEWMA_PhaseIAdaptive Multivariate Functional EWMA control chart - Phase I
AMFEWMA_PhaseIIAdaptive Multivariate Functional EWMA control chart - Phase...
cbind_mfdBind variables of two Multivariate Functional Data Objects
cont_plotProduce contribution plots
control_charts_pcaT2 and SPE control charts for multivariate functional data
control_charts_pca_mfd_real_timeReal-time T2 and SPE control charts for multivariate...
control_charts_sof_pcControl charts for monitoring a scalar quality characteristic...
control_charts_sof_pc_real_timeReal-time scalar-on-function regression control charts
cor_mfdCorrelation Function for Multivariate Functional Data
cov_mfdCovariance Function for Multivariate Functional Data
data_sim_mfdSimulate multivariate functional data
fof_pcFunction-on-function linear regression based on principal...
fof_pc_real_timeGet a list of function-on-function linear regression models...
FRTM_PhaseIPhase I of the FRTM method.
FRTM_PhaseIIPhase II of the FRTM method.
funcharts-packagefuncharts: Functional Control Charts
functional_filterFinds functional componentwise outliers
get_mfd_arrayGet Multivariate Functional Data from a three-dimensional...
get_mfd_array_real_timeGet a list of functional data objects each evolving up to an...
get_mfd_dfGet Multivariate Functional Data from a data frame
get_mfd_df_real_timeGet a list of functional data objects each evolving up to an...
get_mfd_fdConvert a 'fd' object into a Multivariate Functional Data...
get_mfd_listGet Multivariate Functional Data from a list of matrices
get_mfd_list_real_timeGet a list of functional data objects each evolving up to an...
get_oocGet out of control observations from control charts
get_outliers_mfdGet outliers from multivariate functional data
get_sof_pc_outliersGet possible outliers of a training data set of a...
inprod_mfdInner products of functional data contained in 'mfd' objects.
inprod_mfd_diagInner product of two multivariate functional data objects,...
is.mfdConfirm Object has Class 'mfd'
lines_mfdAdd the plot of a new multivariate functional data object to...
mean_mfdMean Function for Multivariate Functional Data
mfdDefine a Multivariate Functional Data Object
mFPCAMixed Functional Principal Component Analysis (mFPCA)
norm.mfdNorm of Multivariate Functional Data
OEBFDTWOpen-end/open-begin Functional Dynamic Time Warping...
par.FDTWSetting open-end/open-begin functional dynamic time warping...
par.mFPCASetting mixed functional principal component analysis (mFPCA)...
par.rtrSetting real-time registration step defaults
pca_mfdMultivariate functional principal components analysis
pca_mfd_real_timeGet a list of multivariate functional principal component...
plot.AMFCC_PhaseIPlot the results of the Phase I and the Phase II of the AMFCC
plot_bifdPlot a Bivariate Functional Data Object.
plot_bootstrap_sof_pcPlot bootstrapped estimates of the scalar-on-function...
plot_control_chartsPlot control charts
plot_control_charts_real_timePlot real-time control charts
plot.FRTM_PhaseIPlot the results of the Phase I and the Phase II of the FRTM
plot_mfdPlot a Multivariate Functional Data Object.
plot.mFPCAPlot the results of the Mixed Functional Principal Component...
plot_monPlot multivariate functional object over the training data...
plot_pca_mfdPlot the harmonics of a 'pca_mfd' object
predict_fof_pcUse a function-on-function linear regression model for...
predict_sof_pcUse a scalar-on-function linear regression model for...
rbind_mfdBind replications of two Multivariate Functional Data Objects
regr_cc_fofFunctional Regression Control Chart
regr_cc_fof_real_timeReal-time functional regression control chart
regr_cc_sofScalar-on-Function Regression Control Chart
regr_cc_sof_real_timeReal-time Scalar-on-Function Regression Control Chart
RoMFCC_PhaseIRobust Multivariate Functional Control Charts - Phase I
RoMFCC_PhaseIIRobust Multivariate Functional Control Charts - Phase II
RoMFDIRobust Multivariate Functional Data Imputation (RoMFDI)
rpca_mfdRobust multivariate functional principal components analysis
scale_mfdStandardize Multivariate Functional Data.
sim_funchartsSimulate example data for funcharts
simulate_data_FRTMSimulate data for real-time monitoring of univariate...
simulate_mfdSimulate a data set for funcharts
sof_pcScalar-on-function linear regression based on principal...
sof_pc_real_timeGet a list of scalar-on-function linear regression models...
sub-.mfdExtract observations and/or variables from 'mfd' objects.
tensor_product_mfdTensor product of two Multivariate Functional Data objects
which_oocGet the index of the out of control observations from control...
funcharts documentation built on April 3, 2025, 7:47 p.m.