Robust Analysis of High Dimensional Data


[Up] [Top]

Documentation for package ‘roahd’ version 1.4.3

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