Robust Analysis of High Dimensional Data


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Documentation for package ‘roahd’ version 1.3

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roahd-package roahd: RObust Analysis for High dimensional Data.
*.fData Operator '*' and '/' for 'fData' objects
+.fData Operator '+' and '-' for 'fData' objects
-.fData Operator '+' and '-' for 'fData' objects
/.fData Operator '*' and '/' for 'fData' objects
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
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
cor_kendall Kendall's tau correlation coefficient for bivariate functional data
cor_spearman Spearman's correlation coefficient for bivariate 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
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
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
outliergram Outliergram for univariate functional datasets
plot.Cov Specialised method to plot 'Cov' objects
plot.fData Specialised method to plot 'fData' objects
plot.mfData Specialised method to plot 'mfData' objects
plus-.fData Operator '+' and '-' for 'fData' objects
roahd roahd: RObust Analysis for High dimensional Data.
set_alpha Function to setup alpha value for a set of colours
sub-.fData Operator 'sub-.fData' to subset 'fData' obejcts
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' obejcts