Gaussian Markov Random Field Models for Extreme Values


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Documentation for package ‘evgmrf’ version 0.1.0

Help Pages

COcnty Colorado county annual maxima of daily precipitation
coef.evgmrf Extract Model Coefficients
COexc Colorado daily precipitation above 20mm
COorder Colorado daily precipitation annual order statistics
COtop50 Colorado daily precipitation top 50
evgmrf Fitting extreme value distributions with parameters that vary according to Gaussian Markov random fields
evgmrf.control Control parameters for evgmrf model optimization
family.evgmrf Supported Families for evgmrf Models
fitted.evgmrf Extract Model Fitted Values
index2W Build a sparse adjacency matrix from grid indices
logLik.evgmrf Log-likelihood from a fitted 'evgmrf' object
model.evgmrf Supported GMRF Models for evgmrf Models
plot.evgmrf Plot Method for Fitted 'evgmrf' Objects
predict.evgmrf Predictions and standard errors from a fitted 'evgmrf' object
print.evgmrf Print a fitted 'evgmrf' object
print.summary.evgmrf Summary method for a fitted 'evgmrf' object
simulate.evgmrf Simulations from a fitted 'evgmrf' object
summary.evgmrf Summary method for a fitted 'evgmrf' object
tighten Reducing array dimensions to drop NA-filled dimensions
WAprcp Top 50 daily precipitation values over Washington State