summary.krige: Summarize Fitted Kriging Model

In krige: Geospatial Kriging with Metropolis Sampling

Summarize Fitted Kriging Model

Description

Create a summary of a estimated model from metropolis.krige

Usage

## S3 method for class 'krige'
summary(object, ...)

Arguments

object	An krige object from the metropolis.krige function.
...	Additional arguments passed to summary methods. Not supported for krige object.

Details

The function creates a summary of the model estimated by metropolis.krige. The output includes both the parameters and estimates of the model.

Value

A summary.krige list object.

See Also

as.mcmc.summary.krige

Examples

## Not run: 
# Summarize data
summary(ContrivedData)

# Initial OLS model
contrived.ols<-lm(y~x.1+x.2,data=ContrivedData)
# summary(contrived.ols)

# Set seed
set.seed(1241060320)

#For simple illustration, we set to few iterations.
#In this case, a 10,000-iteration run converges to the true parameters.
#If you have considerable time and hardware, delete the # on the next line.
#10,000 iterations took 39 min. with 8 GB RAM & a 1.5 GHz Quad-Core processor.
M <- 100
#M<-10000

contrived.run <- metropolis.krige(y ~ x.1 + x.2, coords = c("s.1","s.2"), 
   data = ContrivedData, n.iter = M, range.tol = 0.05)

# Summary
summary(contrived.run)

## End(Not run)

krige documentation built on May 1, 2022, 5:06 p.m.