Man pages for DataSimilarity
Quantifying Similarity of Datasets and Multivariate Two- And k-Sample Testing

BahrBahr (1996) multivariate two-sample test
BallDivergenceBall Divergence based two- or k-sample test
BFBaringhaus and Franz (2010) rigid motion invariant...
BGBiau and Gyorfi (2005) two-sample homogeneity test
BG2Biswas and Ghosh (2014) Two-Sample Test
BMGBiswas et al. (2014) two-sample run test
BQSBarakat et al. (1996) Two-Sample Test
C2STClassifier Two-Sample Test
CCSWeighted Edge-Count Two-Sample Test
CCS_catWeighted Edge-Count Two-Sample Test for Discrete Data
CFGeneralized Edge-Count Test
CF_catGeneralized Edge-Count Test for Discrete Data
CMDistanceConstrained Minimum Distance
CramerCramér Two-Sample Test
DataSimilarity-packageQuantifying Similarity of Datasets and Multivariate Two- And...
dipro.funDirection-Projection Functions for DiProPerm Test
DiProPermDirection-Projection-Permutation (DiProPerm) Test
DISCOBDistance Components (DISCO) Tests
DISCOFDistance Components (DISCO) Tests
DSRank-Based Energy Test (Deb and Sen, 2021)
EnergyEnergy Statistic and Test
engineerMetricEngineer Metric
FRFriedman-Rafsky Test
FR_catFriedman-Rafsky Test for Discrete Data
FStestMultisample FS Test
GGRLDecision-Tree Based Measure of Dataset Distance and...
GPKGeneralized Permutation-Based Kernel (GPK) Two-Sample Test
gTestsGraph-Based Tests
gTests_catGraph-Based Tests for Discrete Data
gTestsMultiGraph-Based Multi-Sample Test
HamiltonPathShortest Hamilton path
HMNRandom Forest Based Two-Sample Test
JeffreysJeffreys divergence
kerTestsGeneralized Permutation-Based Kernel (GPK) Two-Sample Test
KMDKernel Measure of Multi-Sample Dissimilarity (KMD)
knnK-Nearest Neighbor Graph
LHZLi et al. (2022) empirical characteristic distance
LHZStatisticCalculation of the Li et al. (2022) empirical characteristic...
MMCMMultisample Mahalanobis Crossmatch (MMCM) Test
MMDMaximum Mean Discrepancy (MMD) Test
MSTMinimum Spanning Tree (MST)
MWNonparametric Graph-Based LP (GLP) Test
NKTDecision-Tree Based Measure of Dataset Similarity (Ntoutsi et...
OTDDOptimal Transport Dataset Distance
PetrieMultisample Crossmatch (MCM) Test
rectPartitionCalculate a rectangular partition
RItestMultisample RI Test
RosenbaumRosenbaum Crossmatch Test
SCGraph-Based Multi-Sample Test
SHSchilling-Henze Nearest Neighbor Test
stat.funUnivariate Two-Sample Statistics for DiProPerm Test
WassersteinWasserstein Distance based Test
YMRZLYu et al. (2007) Two-Sample Test
ZCMaxtype Edge-Count Test
ZC_catMaxtype Edge-Count Test for Discrete Data
DataSimilarity documentation built on April 3, 2025, 9:39 p.m.