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LCA (version 0.1.1)
Localised Co-Dependency Analysis
Description
Performs model fitting and significance estimation for Localised Co-Dependency between pairs of features of a numeric dataset.
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Version
Version
0.1.1
0.1
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Install
install.packages('LCA')
Monthly Downloads
251
Version
0.1.1
License
GPL (>= 2)
Homepage
https://www.r-project.org
Maintainer
Ed Curry
Last Published
April 22nd, 2019
Functions in LCA (0.1.1)
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LCA
Localised Co-dependency Analysis
LCD
Localised Co-Dependency Estimates
getPTLExpectedCounts
Predict Distribution of Feature-Wise Differences
getPTLparams
Find best values of PTL parameters
fitPTLmodel
Calibrate Polynomial-Tail Laplace (PTL) model prdictions for LCA analysis
predictPTLparams
Predict Values for PTL Model
evaluateDiffSignificance
Evaluate Statistical Significance of an Observed Difference Between Two Objects
PTL
Polynomial-Tail Laplace
estimateB
ML Estimation of Laplace Beta