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geostatsp (version 1.1.5)

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

1.1.5

License

GPL

Maintainer

Patrick Brown

Last Published

November 13th, 2014

Functions in geostatsp (1.1.5)

glgm-methods

Generalized Linear Geostatistical Models

rongelapUTM

Rongelap data

simLgcp

Simulate a log-Gaussian Cox process

profLlgm

Joint confidence regions

gambiaUTM

Gambia data

maternGmrfPrec

Precision matrix for a Matern spatial correlation

conditionalGmrf

Conditional distribution of GMRF

matern

Evaluate the Matern correlation function

likfitLgm

Likelihood Based Parameter Estimation for Gaussian Random Fields

asImRaster

Convert a raster to an im object

nn32

Nearest neighbour matrices

variog

Compute Empirical Variograms and Permutation Envelopes

excProb

Exceedance probabilities

lgm-methods

Linear Geostatistical Models

swissRain

Swiss rainfall data

RFsimulate

Simulation of Random Fields

loaloa

Loaloa prevalence data from 197 village surveys

krigeLgm

Spatial prediction, or Kriging

wheat

Mercer and Hall wheat yield data

spatialRoc

Sensitivity and specificity

murder

Murder locations

squareRaster

Create a raster with square cells

stackRasterList

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

swissRainR

Raster of Swiss rain data