geoR (version 1.5-6)

statistics.predictive: Summary statistics from predictive distributions

Description

Computes summaries based on simulations of predictive distribution returned by krige.bayes and krige.conv.

Usage

statistics.predictive(simuls, mean.var = TRUE, quantile, threshold,
                      sim.means, sim.vars)

Arguments

simuls

object with simulations from the predictive distribution

mean.var

Logical. Indicates whether or not to compute mean and variances of the simulations at each location.

quantile

defines quantile estimator. See documentation for output.control .

threshold

defines probability estimator. See documentation for output.control.

sim.means

Logical. Indicates whether or not to compute the mean of of the conditional simulations.

sim.vars

Logical. Indicates whether or not to compute the variances of the conditional simulations.

Value

• A list with one ore more of the following components.
• mean
  mean at each prediction location.
• variance
  variance at each prediction location.
• quantiles
  quantiles, at each prediction location.
• probabilities
  probabilities, at each prediction location, of been below the provided threshold.
• sim.means
  vector with means of each conditional simulation.
• sim.vars
  vector with variances of each conditional simulation.

References

Further information on the package geoR can be found at: http://www.est.ufpr.br/geoR.