Estimation and Prediction for Remote Effects Spatial Process Models

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Documentation for package ‘telefit’ version 1.0.3

• DESCRIPTION file.
• Package NEWS.

Help Pages

abind3	Convenience function for stacking matrices into an array.
arrayToLong	Reshape array of data matrices into long format
cca.predict	Make predictions using canonical correlation analysis (CCA)
coef.stFit	Compute point estimates for parameters from posterior samples
coef.stPredict	Compute point estimates for parameters from posterior samples
coprecip	Standardized anomalies of CO Precipitation
coprecip.fit	Sample MCMC output for the RESP model
coprecip.predict	Sample composition sampling output for the RESP model
dgemkmm	Evaluate kron(A,B) * C without storing kron(A,B)
eof	Performs an EOF decomposition of the data
errDump	Wrapper for a function to dump errors from C++
extractRegion	Extract region from a SpatialGridDataFrame
extractStData	Basic extraction of SpatialGridDataFrame data for teleconnection analysis
forwardsolve.kron	Solves a triangular system with a Kronecker product structure
HPDinterval.stFit	Compute Highest posterior density intervals from posterior samples
invWSamp	Samples an Inverse-Wishart matrix
kronSamp	Samples a multivariate normal with a Kronecker product covariance structure
lat_trans	Formatting for longitude scales in ggplot spatial maps
lon_trans	Formatting for longitude scales in ggplot spatial maps
maternArray	Matern covariance
maternCov	Matern covariance
maternEffectiveRange	Compute effective range for Matern correlation to drop to a specified level
mergeComposition	Combine results from composition sampler
mergeCovmat	Combine sample covariance matrices from two samples
mergeMean	Combine sample means from two samples
mergeVar	Combine sample variances from two samples
plot.stData	Plot stData objects
plot.stFit	Plot stFit objects
plot.stPredict	Plot stPredict objects
plot.teleCor	Plots teleconnection correlation maps
rmatnorm	Simulate matrices from matrix normal distributions
rwishart	Random wishart matrix
stEval	Basic evaluation of fit
stFit	Fit the remote effects spatial process (RESP) model
stLL	Compute log likelihood for model
stPredict	Compute forecasts based on posterior samples
stSimulate	Simulate responses from the spatio-temporal teleconnection model
stVIF	Computes variance inflation factors for fixed effects of the teleconnection model
summariseAlpha	Summarize alphas
summariseEOFAlpha	Summarize eof-mapped alphas
summary.stPredict	Plot stPredict objects
svcFit	Fit a spatially varying coefficient model
svcPredict	Make predictions using a fitted varying coefficient model
teleCor	Pointwise correlations for an exploratory teleconnection analysis
telefit	Tools for modeling teleconnections