neuralcorrtest: Neural-Behavioral Correlation Test

Description Usage Arguments Value Author(s) Examples

View source: R/NetworkToolbox--master.R

Description

Correlational test for global or local network characteristics of neural network data with behavioral data (still in testing phase)

Usage

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neuralcorrtest(bstat, nstat)

Arguments

bstat

Behavioral statistic for each participant with neural data

nstat

A statistic vector (whole-network) or matrix (ROI) from the neuralstat function

Value

Returns correlation test statistics for given statistics

Author(s)

Alexander Christensen <[email protected]>

Examples

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## Not run: 
neuralarray <- convertConnBrainMat()

filteredneuralarray <- neuralnetfilter(neuralarray, method = "threshold", thres = .50)

AverageShortestPathLength <- neuralstat(filteredneuralarray, statistic = "ASPL")

Degree <- neuralstat(filteredneuralarray, statistic = "deg")

bstat <- iq

WholeNetwork_corr <- neuralcorrtest(bstat, AverageShortestPathLength)

ROI_corr <- neuralcorrtest(bstat, Degree)

## End(Not run)

AlexChristensen/NetworkToolbox documentation built on May 6, 2018, 7:39 p.m.