Methods for Fitting Network Time Series Models

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Documentation for package ‘GNAR’ version 1.1.2

• DESCRIPTION file.

Help Pages

AIC.GNARfit	Akaike's Information Criterion for GNAR models
as.GNARnet	Functions to check and create GNARnet objects
as.matrix.GNARnet	Converts a GNAR networks into a weighted adjacency matrix
BIC.GNARfit	Bayesian Information Criterion for GNAR models
coef.GNARfit	Function to return coefficients of GNARfit objects
fitted.GNARfit	Function to return fitted values of GNARfit objects
fiveNet	Example Network Time Series
fiveNode	Example Network Time Series
fiveVTS	Example Network Time Series
gdpVTS	Differenced GDP values for 35 countries
GNAR	GNAR package
GNARdesign	Function to create the GNAR design matrix
GNARfit	Fitting function for GNAR models
GNARsim	Simulates a GNAR process
GNARtoigraph	Converts a GNAR network to a weighted igraph object
GNARXdesign	Function to create the GNARX design matrix
GNARXfit	Fitting function for GNARX models
GNARXsim	Simulates a GNARX process
igraphtoGNAR	Converts an igraph to GNAR network
is.GNARfit	Function to check GNARfit objects
is.GNARnet	Functions to check and create GNARnet objects
logLik.GNARfit	Log-likelihood method for GNARfit objects
matrixtoGNAR	Converts an adjacency matrix to GNAR network
na.row	Identifies which rows of a matrix have NAs
nobs.GNARfit	Function to return the number of observations input to GNARfit objects
NofNeighbours	Calculates stage-neighbours of a network
plot.GNARnet	Plot function for GNAR networks
predict.GNARfit	Prediction of a GNARfit object
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 call 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
simulate.GNARfit	Function to simulate from a GNARfit object
summary.GNARfit	Returns model summary for a GNAR model fit
summary.GNARnet	Summary function for GNAR networks
vcov.GNARfit	Calculate variance-covariance matrix for a itted GNARfit object
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