Basic wavelet analysis of multivariate time series with a visualisation and parametrisation using graph theory.


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Documentation for package ‘brainwaver’ version 1.4

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brain Time series obtained by an fMRI experiement on the brain
choose.thresh.nbedges Threshold associated to a given number of edges.
compute.FDR False Discovery Rate computation
const.adj.list Computation of the list of adjacency matrices
const.adj.mat Computation of the adjacency matrix
const.cor.list Computation of the list of correlation matrices
const.var.list Computation of the list of variance vectors
correlations.to.adjacencies Produce adjencency matrices for a given number of edges
cost.evaluator Graph efficiency
distance Produce adjencency matrices for a given number of edges
equadist.rand.sw Small-world parameters for a simulated graph given its degree distribution
fitting Fitting laws with maximum likelihood
global.cost Graph efficiency
global.efficiency Graph efficiency
ideal.wavelet.levels Produce adjencency matrices for a given number of edges
local.efficiency Graph efficiency
node.attack Attack of graphs
p.value.compute Computation of the p-value for a given hypotheses test
rand.eff Efficiency for simulated graphs
rand.sw Small-world parameters for simulated random graphs
random.attack Attack of graphs
read.convert_1_2 Conversion of already edited objects from version 1 to 2
read.cor.txt Exportation and importation of internal objects.
read.var.txt Exportation and importation internal objects.
reg.eff Efficiency for simulated graphs
reg.sw Small-world parameters for a lattice graph
save.cor.txt Exportation and importation of internal objects.
save.var.txt Exportation and importation internal objects.
sim.equadist Simulation of graphs
sim.rand Simulation of graphs
sim.reg Simulation of graphs
small.world Computation of some quantitive parameters given in the framework of the small-world graph theory.
targeted.attack Attack of graphs
wave.trans Computation of the wavelet transform
young Time series obtained by an fMRI experiement on the brain