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geostatsp (version 1.1.0)

Geostatistics using SpatialPoints and rasters

Description

This package provides to geostatistical modelling facilities using raster and SpatialPoints objects. Non-Gaussian models are fit using INLA, obtainable from http://www.r-inla.org.

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Version

Install

install.packages('geostatsp')

Monthly Downloads

367

Version

1.1.0

License

GPL

Maintainer

Patrick Brown

Last Published

October 2nd, 2014

Functions in geostatsp (1.1.0)

glgm-methods

Generalized Linear Geostatistical Models

wheat

Mercer and Hall wheat yield data

swissRain

Swiss rainfall data

matern

Evaluate the Matern correlation function

nn32

Nearest neighbour matrices

profLlgm

Joint confidence regions

stackRasterList

Converts a list of rasters, possibly with different projections and resolutions, to a single raster stack.

asImRaster

Convert a raster to an im object

squareRaster

Create a raster with square cells

RFsimulate

Simulation of Random Fields

swissRainR

Raster of Swiss rain data

variog

Compute Empirical Variograms and Permutation Envelopes

murder

Murder locations

maternGmrfPrec

Precision matrix for a Matern spatial correlation

simLgcp

Simulate a log-Gaussian Cox process

excProb

Exceedance probabilities

gambiaUTM

Gambia data

loaloa

Loaloa prevalence data from 197 village surveys

rongelapUTM

Rongelap data

krigeLgm

Spatial prediction, or Kriging

lgm-methods

Linear Geostatistical Models

likfitLgm

Likelihood Based Parameter Estimation for Gaussian Random Fields