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dfConn

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Install

install.packages('dfConn')

Monthly Downloads

16

Version

0.2.1

License

MIT + file LICENSE

Maintainer

Zikai Lin

Last Published

June 13th, 2019

Functions in dfConn (0.2.1)

options_boot

Options control - Multivariate linear process bootstrap
plot_generate_timeDependence

95% Coverage time dependence plots for dFCM
options_lme

Options control - Linear mixed model
lmmConn

Semiparametric modelling - Static
lmmDyn

Semiparametric modelling - dynamic functional connectivity model
MLPB_boot

Multivariate Linear Process Bootstrap Method
data_summary_coverage

Obtain the non-zero coverage for both two conditions and the condition-based difference
fMRI_dataList_shrinked

A shrinked sample subject functional magnetic resonance imaging (fMRI) time series data
fMRI_dataList

Sample fMRI time series data matrices
coverage.tbl.list

Sample dynamic functional connectivity estimates summary tables
MLPB_output_median

Sample median output of Multivariate Linear Process Bootstrap (MLPB)
DynModel_results

Sample confidence interval output of dynamic functional connectivity (dFC) model
MLPB3

Multivariate Linear Bootstrapping - core function
nzc_vis

Non-zero coverage correlation matrix visualization