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cfma (version 1.0)

Causal Functional Mediation Analysis

Description

Performs causal functional mediation analysis (CFMA) for functional treatment, functional mediator, and functional outcome. This package includes two functional mediation model types: (1) a concurrent mediation model and (2) a historical influence mediation model. See Zhao et al. (2018), Functional Mediation Analysis with an Application to Functional Magnetic Resonance Imaging Data, for details.

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Version

Install

install.packages('cfma')

Monthly Downloads

33

Version

1.0

License

GPL (>= 2)

Maintainer

Yi Zhao

Last Published

May 24th, 2018

Functions in cfma (1.0)

env.historical

Simulated data from the historical influence mediation model
FMA.historical

Functional mediation analysis under historical influence model
FMA.concurrent

Functional mediation analysis under concurrent regression model
env.concurrent

Simulated data from the concurrent mediation model
FMA.concurrent.CV

Functional mediation analysis under concurrent regression model
FMA.historical.CV

Functional mediation analysis under historical influence model
FMA.concurrent.boot

Functional mediation analysis under concurrent regression model with point-wise bootstrap confidence interval
cfma-package

Causal Functional Mediation Analysis
FMA.historical.boot

Functional mediation analysis under historical influence regression model with point-wise bootstrap confidence interval