cmfilter (version 0.9.1)

Coordinate-Wise Mediation Filter

Description

Functions to discover, plot, and select multiple mediators from an x -> M -> y linear system. This exploratory mediation analysis is performed using the Coordinate-wise Mediation Filter as introduced by Van Kesteren and Oberski (2019) .

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Version

Install

install.packages('cmfilter')

Monthly Downloads

Version

0.9.1

License

MIT + file LICENCE

Maintainer

Erik-Jan Kesteren

Last Published

April 29th, 2019

Functions in cmfilter (0.9.1)

cmf-methods

Methods for cmf results lists

methylation

DNA Methylation, childhood trauma, and stress response

generateMed

Generate a high-dimensional mediation dataset

+.cmf

Combine the results of multiple cmf objects into one

generateStart

Generate a (random) start

cmfslow

R-based Coordinate-wise Mediation Filter backend

corMinusPartCor

the difference in coefficients decision function (correlation - partial cor)

update.cmf

Add samples to existing cmf results object

cmfStep

One step the cmf function (internal)

cmfast

Fast Coordinate-wise Mediation Filter backend

setCutoff

Set the cutoff for mediator selection

prodCoef

the product of coefficients decision function

cmf

Coordinate-wise Mediation Filter