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LCA (version 0.1)

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

Install

install.packages('LCA')

Monthly Downloads

174

Version

0.1

License

GPL (>= 2)

Maintainer

Ed Curry

Last Published

September 30th, 2013

Functions in LCA (0.1)

getPTLparams

Find best values of PTL parameters
getPTLExpectedCounts

Predict Distribution of Feature-Wise Differences
PTL

Polynomial-Tail Laplace
estimateB

ML Estimation of Laplace Beta
LCA

Localised Co-dependency Analysis
evaluateDiffSignificance

Evaluate Statistical Significance of an Observed Difference Between Two Objects
LCD

Localised Co-Dependency Estimates
predictPTLparams

Predict Values for PTL Model
fitPTLmodel

Calibrate Polynomial-Tail Laplace (PTL) model prdictions for LCA analysis