mgcpy
v0.4.0
Install
Install the released version
Install from Github
Setting up the development environment
Python package dependencies
Hardware requirements
OS Requirements
Testing
Reference
Independence Tests
Multiscale Graph Correlation (MGC)
MGC Time Series
Biased and Unbiased Distance Correlation (Dcorr) and Mantel
Dcorr Time Series
Heller Heller Gorfine (HHG)
Kendall and Spearman
Multivariate Distance Matrix Regression (MDMR)
Pearson's Correlation, RV, Canonical Analysis (CCA)
Hypothesis Tests
Unpaired k-Sample Transform
Benchmarks
Simulations
Power Computations
Tutorial
Independence Tests
Multiscale Graph Correlation (MGC)
Unbiased and Biased Distance Correlation (Dcorr)
Mantel
Heller, Heller, Gorfine (HHG)
Kendall’s
\(\tau\)
Spearman’s
\(\rho\)
Pearson’s Product-Moment Correlation
RV
Canonical Correlation Analysis (CCA)
MGC-X and DCorr-X: Independence Testing for Time Series
Hypothesis Tests
\(k\)
-Sample Test
Benchmarks
Simulations
Power
License
Useful Links
mgcpy @ GitHub
mgcpy @ PyPI
Issue Tracker
mgcpy
Docs
»
Index
Index
C
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D
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E
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G
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H
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I
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J
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K
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L
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M
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P
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Q
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R
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S
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T
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U
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W
C
circle_sim() (in module mgcpy.benchmarks.simulations)
compute_global_covariance() (mgcpy.independence_tests.dcorr.DCorr method)
cub_sim() (in module mgcpy.benchmarks.simulations)
D
DCorr (class in mgcpy.independence_tests.dcorr)
DCorrX (class in mgcpy.independence_tests.dcorrx)
E
exp_sim() (in module mgcpy.benchmarks.simulations)
G
get_name() (mgcpy.independence_tests.dcorr.DCorr method)
(mgcpy.independence_tests.dcorrx.DCorrX method)
(mgcpy.independence_tests.hhg.HHG method)
(mgcpy.independence_tests.kendall_spearman.KendallSpearman method)
(mgcpy.independence_tests.mdmr.MDMR method)
(mgcpy.independence_tests.mgc.MGC method)
(mgcpy.independence_tests.mgcx.MGCX method)
(mgcpy.independence_tests.rv_corr.RVCorr method)
H
HHG (class in mgcpy.independence_tests.hhg)
I
ind_p_value() (mgcpy.independence_tests.mdmr.MDMR method)
J
joint_sim() (in module mgcpy.benchmarks.simulations)
K
k_sample_transform() (in module mgcpy.hypothesis_tests.transforms)
KendallSpearman (class in mgcpy.independence_tests.kendall_spearman)
L
linear_sim() (in module mgcpy.benchmarks.simulations)
log_sim() (in module mgcpy.benchmarks.simulations)
M
MDMR (class in mgcpy.independence_tests.mdmr)
MGC (class in mgcpy.independence_tests.mgc)
mgcpy.hypothesis_tests.transforms (module)
mgcpy.independence_tests.dcorr (module)
mgcpy.independence_tests.dcorrx (module)
mgcpy.independence_tests.hhg (module)
mgcpy.independence_tests.kendall_spearman (module)
mgcpy.independence_tests.mdmr (module)
mgcpy.independence_tests.mgc (module)
mgcpy.independence_tests.mgcx (module)
mgcpy.independence_tests.rv_corr (module)
MGCX (class in mgcpy.independence_tests.mgcx)
multi_indep_sim() (in module mgcpy.benchmarks.simulations)
multi_noise_sim() (in module mgcpy.benchmarks.simulations)
P
p_value() (mgcpy.independence_tests.dcorr.DCorr method)
(mgcpy.independence_tests.dcorrx.DCorrX method)
(mgcpy.independence_tests.hhg.HHG method)
(mgcpy.independence_tests.kendall_spearman.KendallSpearman method)
(mgcpy.independence_tests.mdmr.MDMR method)
(mgcpy.independence_tests.mgc.MGC method)
(mgcpy.independence_tests.mgcx.MGCX method)
(mgcpy.independence_tests.rv_corr.RVCorr method)
p_value_block() (mgcpy.independence_tests.dcorr.DCorr method)
(mgcpy.independence_tests.dcorrx.DCorrX method)
(mgcpy.independence_tests.hhg.HHG method)
(mgcpy.independence_tests.kendall_spearman.KendallSpearman method)
(mgcpy.independence_tests.mdmr.MDMR method)
(mgcpy.independence_tests.mgc.MGC method)
(mgcpy.independence_tests.mgcx.MGCX method)
(mgcpy.independence_tests.rv_corr.RVCorr method)
paired_two_sample_test_dcorr() (in module mgcpy.hypothesis_tests.transforms)
paired_two_sample_transform() (in module mgcpy.hypothesis_tests.transforms)
power() (in module mgcpy.benchmarks.power)
Q
quad_sim() (in module mgcpy.benchmarks.simulations)
R
root_sim() (in module mgcpy.benchmarks.simulations)
RVCorr (class in mgcpy.independence_tests.rv_corr)
S
sin_sim() (in module mgcpy.benchmarks.simulations)
spiral_sim() (in module mgcpy.benchmarks.simulations)
square_sim() (in module mgcpy.benchmarks.simulations)
step_sim() (in module mgcpy.benchmarks.simulations)
T
test_statistic() (mgcpy.independence_tests.dcorr.DCorr method)
(mgcpy.independence_tests.dcorrx.DCorrX method)
(mgcpy.independence_tests.hhg.HHG method)
(mgcpy.independence_tests.kendall_spearman.KendallSpearman method)
(mgcpy.independence_tests.mdmr.MDMR method)
(mgcpy.independence_tests.mgc.MGC method)
(mgcpy.independence_tests.mgcx.MGCX method)
(mgcpy.independence_tests.rv_corr.RVCorr method)
two_parab_sim() (in module mgcpy.benchmarks.simulations)
U
ubern_sim() (in module mgcpy.benchmarks.simulations)
unbiased_T() (mgcpy.independence_tests.dcorr.DCorr method)
W
w_sim() (in module mgcpy.benchmarks.simulations)