TauStar: Efficient Computation and Testing of the Bergsma-Dassios Sign Covariance
Version 1.1.3

Computes the t* statistic corresponding to the tau* population coefficient introduced by Bergsma and Dassios (2014) and does so in O(n^2) time following the algorithm of Heller and Heller (2016) building off of the work of Weihs, Drton, and Leung (2016) . Also allows for independence testing using the asymptotic distribution of t* as described by Nandy, Weihs, and Drton (2016) .

Browse man pages Browse package API and functions Browse package files

AuthorLuca Weihs [aut, cre], Emin Martinian [ctb] (Created the red-black tree library included in package.)
Date of publication2017-03-21 06:50:26 UTC
MaintainerLuca Weihs <lucaw@uw.edu>
LicenseGPL (>= 3)
Version1.1.3
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("TauStar")

Man pages

binaryQuantileSearch: Quantiles of a distribution.
eigenForDiscreteProbs: Eigenvalues for discrete asymptotic distribution
isDiscrete: Determine if input data is discrete
isProb: Check if a Valid Probability
isProbVector: Check if Vector of Probabilities
isValidDataVector: Is Vector Valid Data?
pDisHoeffInd: Null asymptotic distribution of t* in the discrete case
pHoeffInd: Null asymptotic distribution of t* in the continuous case
pMixHoeffInd: Null asymptotic distribution of t* in the mixed case
print.tstest: Print Tau* Test Results
TauStar-package: Efficient Computation and Testing of the t* Statistic of...
tauStarTest: Test of Independence Using the Tau* Measure
tStar: Computing t*

Functions

HoeffIndCdfRCPP Source code
HoeffIndDiscreteCdfRCPP Source code
HoeffIndDiscretePdfRCPP Source code
HoeffIndMixedCdfRCPP Source code
HoeffIndMixedPdfRCPP Source code
HoeffIndPdfRCPP Source code
TStarFastResampleRCPP Source code
TStarHellerAndHellerRCPP Source code
TStarNaiveRCPP Source code
TStarWeihsEtAlRCPP Source code
TauStar Man page
TauStar-package Man page
VTStarHellerAndHellerRCPP Source code
VTStarWeihsEtAlRCPP Source code
binaryQuantileSearch Man page Source code
dDisHoeffInd Man page Source code
dHoeffInd Man page Source code
dMixHoeffInd Man page Source code
eigenForDiscreteProbs Man page Source code
isDiscrete Man page Source code
isProb Man page Source code
isProbVector Man page Source code
isValidDataVector Man page Source code
pDisHoeffInd Man page Source code
pHoeffInd Man page Source code
pMixHoeffInd Man page Source code
print.tstest Man page Source code
qDisHoeffInd Man page Source code
qHoeffInd Man page Source code
qMixHoeffInd Man page Source code
rDisHoeffInd Man page Source code
rHoeffInd Man page Source code
rMixHoeffInd Man page Source code
tStar Man page Source code
tauStarTest Man page Source code

Files

inst
inst/include
inst/include/TauStar_RcppExports.h
inst/include/TauStar.h
tests
tests/testthat.R
tests/testthat
tests/testthat/contDensityData.csv
tests/testthat/test_tauStarTest.R
tests/testthat/test_quantileFunctions.R
tests/testthat/disLowerTailProbs.csv
tests/testthat/mixLowerTailProbs.csv
tests/testthat/test_CdfsPdfs.R
tests/testthat/contLowTailProbs.csv
tests/testthat/test_tStar.R
tests/testthat/disDensityData.csv
tests/testthat/mixDensityData.csv
src
src/AsymCdfIntegrandEvaluator.h
src/Makevars
src/misc.cpp
src/rcpp_t_star.cpp
src/red_black_tree.h
src/AsymMixedPdfIntegrandEvaluator.h
src/IntegrandEvaluator.h
src/misc.h
src/red_black_tree.cpp
src/rcpp_numerical_cdf.cpp
src/AsymMixedCdfIntegrandEvaluator.h
src/AsymDiscretePdfIntegrandEvaluator.cpp
src/AsymPdfIntegrandEvaluator.h
src/AsymCdfIntegrandEvaluator.cpp
src/AsymDiscretePdfIntegrandEvaluator.h
src/AsymPdfIntegrandEvaluator.cpp
src/AsymMixedCdfIntegrandEvaluator.cpp
src/Makevars.win
src/init.c
src/AsymDiscreteCdfIntegrandEvaluator.cpp
src/RcppExports.cpp
src/AsymDiscreteCdfIntegrandEvaluator.h
src/AsymMixedPdfIntegrandEvaluator.cpp
NAMESPACE
NEWS.md
R
R/Functions.R
R/RcppExports.R
R/TauStar.R
README.md
MD5
DESCRIPTION
man
man/pDisHoeffInd.Rd
man/pMixHoeffInd.Rd
man/isProbVector.Rd
man/pHoeffInd.Rd
man/isDiscrete.Rd
man/eigenForDiscreteProbs.Rd
man/print.tstest.Rd
man/tStar.Rd
man/isValidDataVector.Rd
man/tauStarTest.Rd
man/isProb.Rd
man/TauStar-package.Rd
man/binaryQuantileSearch.Rd
TauStar documentation built on May 19, 2017, 12:53 p.m.