R: Robust Analysis of High Dimensional Data

# Robust Analysis of High Dimensional Data

## Documentation for package ‘roahd’ version 1.4.3

- DESCRIPTION file
- User guides, package vignettes and other documentation
- Package NEWS
- Package README

## Help Pages

*.fData | Operator '*' and '/' for 'fData' objects
+.fData | Operator '+' and '-' for 'fData' objects
-.fData | Operator '+' and '-' for 'fData' objects
/.fData | Operator '*' and '/' for 'fData' objects
append_fData | Append two compatible univariate functional datasets
append_mfData | Append two compatible multivariate functional datasets
area_ordered | Area-under-curve order relation between univariate functional data
area_under_curve | Area under curve of elements of univariate functional data
as.mfData | Converting object to 'mfData' class
as.mfData.list | Converting object to 'mfData' class
BCIntervalSpearman | Bootstrap Confidence Interval on Spearman's Correlation Coefficient between Univariate Functional Datasets
BCIntervalSpearmanMultivariate | Bootstrap Confidence Interval on Spearman's Correlation Coefficient of a Multivariate Functional Dataset
BD | Band Depth for univariate functional data
BD.default | Band Depth for univariate functional data
BD.fData | Band Depth for univariate functional data
BD_relative | Relative Band Depth of functions in a univariate functional dataset
BD_relative.default | Relative Band Depth of functions in a univariate functional dataset
BD_relative.fData | Relative Band Depth of functions in a univariate functional dataset
BTestSpearman | Bootstrap Hypothesis Test on Spearman Correlation Coefficients for Multivariate Functional Data
cor_kendall | Kendall's tau correlation coefficient for bivariate functional data
cor_spearman | Spearman's correlation coefficient for multivariate functional data
cor_spearman_accuracy | Bootstrap Spearman's correlation coefficient for multivariate functional data
cov_fun | Covariance function for functional data
cov_fun.fData | Covariance function for functional data
cov_fun.mfData | Covariance function for functional data
depthgram | Depthgram for univariate and multivariate functional data sets
depthgram.default | Depthgram for univariate and multivariate functional data sets
depthgram.fData | Depthgram for univariate and multivariate functional data sets
depthgram.mfData | Depthgram for univariate and multivariate functional data sets
EI | Epigraph Index of univariate functional dataset
EI.default | Epigraph Index of univariate functional dataset
EI.fData | Epigraph Index of univariate functional dataset
exp_cov_function | Exponential covariance function over a grid
fbplot | Functional boxplot of univariate and multivariate functional data
fbplot.fData | Functional boxplot of univariate and multivariate functional data
fbplot.mfData | Functional boxplot of univariate and multivariate functional data
fData | 'S3' Class for univariate functional datasets.
fDColorPalette | A set of fancy color to plot functional datasets
generate_gauss_fdata | Generation of gaussian univariate functional data
generate_gauss_mfdata | Generation of gaussian multivariate functional data
HI | Hypograph Index of univariate functional dataset
HI.default | Hypograph Index of univariate functional dataset
HI.fData | Hypograph Index of univariate functional dataset
HRD | Half-Region Depth for univariate functional data
HRD.default | Half-Region Depth for univariate functional data
HRD.fData | Half-Region Depth for univariate functional data
maxima | Maxima of a univariate functional dataset
max_ordered | Maximum order relation between univariate functional data
MBD | Modified Band Depth for univariate functional data
MBD.default | Modified Band Depth for univariate functional data
MBD.fData | Modified Band Depth for univariate functional data
MBD_relative | Relative Modified Band Depth of functions in a univariate functional dataset
MBD_relative.default | Relative Modified Band Depth of functions in a univariate functional dataset
MBD_relative.fData | Relative Modified Band Depth of functions in a univariate functional dataset
mean.fData | Cross-sectional mean of of a fData object.
mean.mfData | Cross-sectional mean of of a mfData object.
median_fData | Median of a univariate functional dataset
median_mfData | Median of a multivariate functional dataset
MEI | Modified Epigraph Index of univariate functional dataset
MEI.default | Modified Epigraph Index of univariate functional dataset
MEI.fData | Modified Epigraph Index of univariate functional dataset
mfData | 'S3' class for multivariate functional datasets
mfD_healthy | ECG trace of healthy subjects
mfD_LBBB | ECG trace of subjects suffering from Left-Bundle-Branch-Block (LBBB)
MHI | Modified Hypograph Index of univariate functional dataset
MHI.default | Modified Hypograph Index of univariate functional dataset
MHI.fData | Modified Hypograph Index of univariate functional dataset
MHRD | Modified Half-Region Depth for univariate functional data
MHRD.default | Modified Half-Region Depth for univariate functional data
MHRD.fData | Modified Half-Region Depth for univariate functional data
minima | Minima of a univariate functional dataset
multiBD | (Modified) Band Depth for multivariate functional data
multiBD.default | (Modified) Band Depth for multivariate functional data
multiBD.mfData | (Modified) Band Depth for multivariate functional data
multiMBD | (Modified) Band Depth for multivariate functional data
multiMBD.default | (Modified) Band Depth for multivariate functional data
multiMBD.mfData | (Modified) Band Depth for multivariate functional data
multiMEI | Modified Epigraph Index for multivariate functional data
multiMEI.default | Modified Epigraph Index for multivariate functional data
multiMEI.mfData | Modified Epigraph Index for multivariate functional data
multiMHI | Modified Hypograph Index for multivariate functional data
multiMHI.default | Modified Hypograph Index for multivariate functional data
multiMHI.mfData | Modified Hypograph Index for multivariate functional data
multivariate_outliergram | Outliergram for multivariate functional datasets
outliergram | Outliergram for univariate functional data sets
plot.Cov | Specialized method to plot 'Cov' objects
plot.depthgram | Specialized method to plot 'depthgram' objects
plot.fData | Specialized method to plot 'fData' objects
plot.mfData | Specialized method to plot 'mfData' objects
plus-.fData | Operator '+' and '-' for 'fData' objects
set_alpha | Function to setup alpha value for a set of colors
sub-.fData | Operator 'sub-.fData' to subset 'fData' objects
sub-.mfData | Operator 'sub-.mfData' to subset 'mfData' objects
times-.fData | Operator '*' and '/' for 'fData' objects
toListOfValues | Manipulation of 'mfData' list of values
toRowMatrixForm | Conversion of vector/array/matrix to row-matrix form
unfold | Unfolding a univariate functional dataset
warp | Warp elements of a univariate functional dataset
[.fData | Operator 'sub-.fData' to subset 'fData' objects
[.mfData | Operator 'sub-.mfData' to subset 'mfData' objects