LCA: Localised Co-Dependency Analysis

Performs model fitting and significance estimation for Localised Co-Dependency between pairs of features of a numeric dataset.

Author
Ed Curry
Date of publication
2013-09-30 22:50:18
Maintainer
Ed Curry <e.curry@imperial.ac.uk>
License
GPL (>= 2)
Version
0.1
URLs

View on CRAN

Man pages

estimateB
ML Estimation of Laplace Beta
evaluateDiffSignificance
Evaluate Statistical Significance of an Observed Difference...
fitPTLmodel
Calibrate Polynomial-Tail Laplace (PTL) model prdictions for...
getPTLExpectedCounts
Predict Distribution of Feature-Wise Differences
getPTLparams
Find best values of PTL parameters
LCA
Localised Co-dependency Analysis
LCD
Localised Co-Dependency Estimates
predictPTLparams
Predict Values for PTL Model
PTL
Polynomial-Tail Laplace

Files in this package

LCA
LCA/NAMESPACE
LCA/R
LCA/R/LCA.R
LCA/R/pPTL.R
LCA/R/dPTL.R
LCA/R/LCD.R
LCA/R/getPTLparams.R
LCA/R/fitPTLmodel.R
LCA/R/estimateB.R
LCA/R/getPTLExpectedCounts.R
LCA/R/predictPTLparams.R
LCA/R/evaluateDiffSignificance.R
LCA/MD5
LCA/DESCRIPTION
LCA/man
LCA/man/fitPTLmodel.Rd
LCA/man/predictPTLparams.Rd
LCA/man/LCD.Rd
LCA/man/getPTLparams.Rd
LCA/man/LCA.Rd
LCA/man/evaluateDiffSignificance.Rd
LCA/man/getPTLExpectedCounts.Rd
LCA/man/PTL.Rd
LCA/man/estimateB.Rd
LCA/INDEX