# Estimation and Prediction for Remote Effects Spatial Process Models

## Documentation for package ‘telefit’ version 1.0.1

- DESCRIPTION file.

## Help Pages

telefit-package | Tools for modeling teleconnections
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