roahd: Robust Analysis of High Dimensional Data

A collection of methods for the robust analysis of univariate and multivariate functional data, possibly in high-dimensional cases, and hence with attention to computational efficiency and simplicity of use.

AuthorNicholas Tarabelloni [aut, cre], Ana Arribas-Gil [aut], Francesca Ieva [aut], Anna Maria Paganoni [aut], Juan Romo [aut]
Date of publication2016-07-06 23:32:40
MaintainerNicholas Tarabelloni <nicholas.tarabelloni@polimi.it>
LicenseGPL-3
Version1.2

View on CRAN

Man pages

area_ordered: Area-under-curve order relation between univariate functional...

area_under_curve: Area under curve of elements of univariate functional data

as.mfData: Converting object to 'mfData' class

BD: Band Depth for univariate functional data

BD_relative: Relative Band Depth of functions in a univariate functional...

cor_kendall: Kendall's tau correlation coefficient for bivariate...

cor_spearman: Spearman's correlation coefficient for bivariate functional...

cov_fun: Covariance function for functional data

EI: Epigraph Index of univariate functional dataset

exp_cov_function: Exponential covariance function over a grid

fbplot: Functional boxplot of univariate and multivariate functional...

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

HRD: 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_relative: Relative Modified Band Depth of functions in a univariate...

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

mfData: 'S3' class for multivariate functional datasets

MHI: Modified Hypograph Index of univariate functional dataset

MHRD: Modified Half-Region Depth for univariate functional data

minima: Minima of a univariate functional dataset

multiMBD: (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

Files in this package

roahd
roahd/inst
roahd/inst/doc
roahd/inst/doc/Roahd.html
roahd/inst/doc/Roahd.Rmd
roahd/tests
roahd/tests/testthat.R
roahd/tests/testthat
roahd/tests/testthat/Rplots.pdf
roahd/tests/testthat/test_restyling.R
roahd/tests/testthat/test_fbplot.R
roahd/tests/testthat/test_MBD_with_tied_data.R
roahd/tests/testthat/test_HI_and_MHI.R
roahd/tests/testthat/test_HRD_and_MHRD.R
roahd/tests/testthat/test_EI_and_MEI.R
roahd/tests/testthat/test_simulation.R
roahd/tests/testthat/test_multiMBD.R
roahd/tests/testthat/test_MBD_relative.R
roahd/tests/testthat/test_BD.R
roahd/tests/testthat/test_BD_relative.R
roahd/tests/testthat/test_fData.R
roahd/tests/testthat/test_correlation.R
roahd/tests/testthat/test_outliergram.R
roahd/NAMESPACE
roahd/NEWS.md
roahd/R
roahd/R/utils.R roahd/R/fData.R roahd/R/simulation.R roahd/R/roahd.R roahd/R/outliergram.R roahd/R/fbplot.R roahd/R/BandDepths.R roahd/R/Indexes.R roahd/R/multivariate_depths.R roahd/R/correlation.R
roahd/vignettes
roahd/vignettes/references.bib
roahd/vignettes/Roahd.Rmd
roahd/README.md
roahd/MD5
roahd/build
roahd/build/vignette.rds
roahd/DESCRIPTION
roahd/man
roahd/man/toListOfValues.Rd roahd/man/fDColorPalette.Rd roahd/man/EI.Rd roahd/man/MHI.Rd roahd/man/exp_cov_function.Rd roahd/man/toRowMatrixForm.Rd roahd/man/set_alpha.Rd roahd/man/fbplot.Rd roahd/man/median_fData.Rd roahd/man/MBD.Rd roahd/man/plot.mfData.Rd roahd/man/HI.Rd roahd/man/generate_gauss_fdata.Rd roahd/man/plot.fData.Rd roahd/man/MHRD.Rd roahd/man/maxima.Rd roahd/man/plus-.fData.Rd roahd/man/as.mfData.Rd roahd/man/max_ordered.Rd roahd/man/fData.Rd roahd/man/MEI.Rd roahd/man/mean.fData.Rd roahd/man/cor_spearman.Rd roahd/man/unfold.Rd roahd/man/times-.fData.Rd roahd/man/plot.Cov.Rd roahd/man/BD.Rd roahd/man/cov_fun.Rd roahd/man/outliergram.Rd roahd/man/HRD.Rd roahd/man/median_mfData.Rd roahd/man/MBD_relative.Rd roahd/man/area_under_curve.Rd roahd/man/sub-.fData.Rd roahd/man/cor_kendall.Rd roahd/man/minima.Rd roahd/man/BD_relative.Rd roahd/man/multiMBD.Rd roahd/man/area_ordered.Rd roahd/man/warp.Rd roahd/man/generate_gauss_mfdata.Rd roahd/man/mean.mfData.Rd roahd/man/roahd.Rd roahd/man/mfData.Rd

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

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