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DESCRIPTION
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Package: brainGraph
Type: Package
Version: 3.0.3
Date: 2024-02-20
Title: Graph Theory Analysis of Brain MRI Data
Authors@R: person(given="Christopher G.", family="Watson",
email="cgwatson@bu.edu", role=c("aut", "cre"),
comment=c(ORCID="0000-0002-7082-7631"))
Description: A set of tools for performing graph theory analysis of brain MRI
data. It works with data from a Freesurfer analysis (cortical thickness,
volumes, local gyrification index, surface area), diffusion tensor
tractography data (e.g., from FSL) and resting-state fMRI data (e.g., from
DPABI). It contains a graphical user interface for graph visualization and
data exploration, along with several functions for generating useful
figures.
URL: https://github.com/cwatson/brainGraph
BugReports: https://groups.google.com/forum/?hl=en#!forum/brainGraph-help
LazyData: true
Depends:
R (>= 3.5.0),
igraph (>= 1.2.4),
Imports:
abind,
data.table (>= 1.12.4),
doParallel,
foreach,
grid,
lattice,
MASS,
Matrix,
methods,
permute,
parallel
Suggests:
Hmisc,
RGtk2,
ade4,
boot,
cairoDevice,
car,
expm,
ggplot2,
ggrepel,
gridExtra,
mediation,
oro.nifti,
scales
License: GPL-3
RoxygenNote: 6.1.1
Collate:
'glm_stats.R'
'brainGraph_GLM.R'
'glm_methods.R'
'NBS.R'
'analysis_random_graphs.R'
'atlas.R'
'auc.R'
'boot_global.R'
'brainGraph_mediate.R'
'centr_lev.R'
'communicability.R'
'contract_brainGraph.R'
'corr_matrix.R'
'count_edges.R'
'create_graphs.R'
'create_mats.R'
'data.R'
'data_tables.R'
'distances.R'
'edge_asymmetry.R'
'get_resid.R'
'glm_design.R'
'glm_fit.R'
'glm_randomise.R'
'graph_efficiency.R'
'hubs.R'
'import.R'
'individ_contrib.R'
'list.R'
'method_helpers.R'
'mtpc.R'
'methods.R'
'permute_group.R'
'plot_brainGraph.R'
'plot_brainGraph_gui.R'
'plot_brainGraph_multi.R'
'plot_global.R'
'plot_group_means.R'
'plot_rich_norm.R'
'plot_vertex_measures.R'
'random_graphs.R'
'rich_club.R'
'robustness.R'
's_core.R'
'set_brainGraph_attributes.R'
'small_world.R'
'spatial_dist.R'
'update_brainGraph_gui.R'
'utils.R'
'utils_matrix.R'
'vertex_roles.R'
'vulnerability.R'
'write_brainnet.R'
'zzz.R'