air | Air quality data |
AMFCC_PhaseI | Phase I of the Adaptive Multivariate Functional Control Chart... |
AMFCC_PhaseII | Phase II of the Adaptive Multivariate Functional Control... |
AMFEWMA_PhaseI | Adaptive Multivariate Functional EWMA control chart - Phase I |
AMFEWMA_PhaseII | Adaptive Multivariate Functional EWMA control chart - Phase... |
cbind_mfd | Bind variables of two Multivariate Functional Data Objects |
cont_plot | Produce contribution plots |
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... |
control_charts_sof_pc | Control charts for monitoring a scalar quality characteristic... |
control_charts_sof_pc_real_time | Real-time scalar-on-function regression control charts |
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... |
fof_pc_real_time | Get a list of function-on-function linear regression models... |
FRTM_PhaseI | Phase I of the FRTM method. |
FRTM_PhaseII | Phase II of the FRTM method. |
funcharts-package | funcharts: Functional Control Charts |
functional_filter | Finds functional componentwise outliers |
get_mfd_array | Get Multivariate Functional Data from a three-dimensional... |
get_mfd_array_real_time | Get a list of functional data objects each evolving up to an... |
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... |
get_mfd_fd | Convert a 'fd' object into a Multivariate Functional Data... |
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... |
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... |
inprod_mfd | Inner products of functional data contained in 'mfd' objects. |
inprod_mfd_diag | Inner product of two multivariate functional data objects,... |
is.mfd | Confirm Object has Class 'mfd' |
lines_mfd | Add the plot of a new multivariate functional data object to... |
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... |
par.FDTW | Setting open-end/open-begin functional dynamic time warping... |
par.mFPCA | Setting mixed functional principal component analysis (mFPCA)... |
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... |
plot.AMFCC_PhaseI | Plot the results of the Phase I and the Phase II of the AMFCC |
plot_bifd | Plot a Bivariate Functional Data Object. |
plot_bootstrap_sof_pc | Plot bootstrapped estimates of the scalar-on-function... |
plot_control_charts | Plot control charts |
plot_control_charts_real_time | Plot real-time control charts |
plot.FRTM_PhaseI | Plot the results of the Phase I and the Phase II of the FRTM |
plot_mfd | Plot a Multivariate Functional Data Object. |
plot.mFPCA | Plot the results of the Mixed Functional Principal Component... |
plot_mon | Plot multivariate functional object over the training data... |
plot_pca_mfd | Plot the harmonics of a 'pca_mfd' object |
predict_fof_pc | Use a function-on-function linear regression model for... |
predict_sof_pc | Use a scalar-on-function linear regression model for... |
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. |
sim_funcharts | Simulate example data for funcharts |
simulate_data_FRTM | Simulate data for real-time monitoring of univariate... |
simulate_mfd | Simulate a data set for funcharts |
sof_pc | Scalar-on-function linear regression based on principal... |
sof_pc_real_time | Get a list of scalar-on-function linear regression models... |
sub-.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... |
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