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SpatialPack (version 0.3-8)

Tools for Assessment the Association Between Two Spatial Processes

Description

Tools to assess the association between two spatial processes. Currently, several methodologies are implemented: A modified t-test to perform hypothesis testing about the independence between the processes, a suitable nonparametric correlation coefficient, the codispersion coefficient, and an F test for assessing the multiple correlation between one spatial process and several others. Functions for image processing and computing the spatial association between images are also provided. SpatialPack gives methods to complement methodologies that are available in geoR for one spatial process.

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Version

Install

install.packages('SpatialPack')

Monthly Downloads

1,957

Version

0.3-8

License

GPL (>= 2.0)

Maintainer

Felipe Osorio

Last Published

July 31st, 2019

Functions in SpatialPack (0.3-8)

clipping

Clipping image
CQ

Codispersion based similarity index
modified.Ftest

Modified F test
murray

The Murray smelter site dataset
codisp

Codispersion Coefficient
imnoise

Add noise to image
modified.ttest

Modified t test
RGB2gray

Convert RGB image or colormap to grayscale image
SSIM

Structural similarity index
texmos2

USC texture mosaic number 2
twelve

Ishihara plate number 1
cor.spatial

Tjostheim's Coefficient
normalize

Normalization for a matrix
radiata

The Pinus Radiata dataset