Methods for Fitting Network Time Series Models

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Documentation for package ‘GNAR’ version 0.2.9

Help Pages

as.GNARnet Functions to check and create GNARnet objects
coef.GNARfit Function to return coefficients of GNARfit objects
fitted.GNARfit Function to return fitted values of GNARfit objects
fiveNet Example network
fiveNode Example Network Time Series
fiveVTS Simulated GNAR data using fiveNet
gdp GDP example data.
gdpVTS Differenced GDP values for 35 countries
GNAR GNAR package
GNARdesign Function to create the GNAR design matrix
GNARfit Fitting function for GNAR models
GNARpredict Fits and predicts using the GNAR model
GNARsim Simulates a GNAR process
GNARtoigraph Converts a GNAR network to a weighted igraph object
GNARtoWMat Converts a GNAR network to a weighted adjacency matrix
igraphtoGNAR Converts an igraph to GNAR network
is.GNARfit Function to check GNARfit objects
is.GNARnet Functions to check and create GNARnet objects
lmToBIC Calculates the BIC for a GNAR model fit
matrixtoGNAR Converts an adjacency matrix to GNAR network
na.row Identifies which rows of a matrix have NAs
NofNeighbours Calculates stage-neighbours of a network
plot.GNARnet Plot function for GNAR networks
print.GNARfit Function to print the model and coefficients of GNARfit objects
print.GNARnet Print function for GNAR networks
residToMat Converts the output of a GNARfit or GNARpredict to fitted and residual value matrices
residuals.GNARfit Function to return residuals of GNARfit objects
seed.nos Vector of seed numbers
seedToNet Produces a random network from a seed value
summary.GNARfit Returns model summary for a GNAR model fit
summary.GNARnet Summary function for GNAR networks
vswind Wind Speed example network time series
vswindcoords Wind Speed example network time series
vswindnames Wind Speed example network time series
vswindnet Wind Speed example network time series
vswindnetD Wind Speed example network time series
vswindts Wind Speed example network time series
windnetplot Produce bespoke plot of the wind data network