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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

Install

install.packages('LCA')

Monthly Downloads

189

Version

0.1.1

License

GPL (>= 2)

Maintainer

Ed Curry

Last Published

April 22nd, 2019

Functions in LCA (0.1.1)

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