DCluster v0.2-7

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Functions for the Detection of Spatial Clusters of Diseases

A set of functions for the detection of spatial clusters of disease using count data. Bootstrap is used to estimate sampling distributions of statistics.

Functions in DCluster

Name Description
besagnewell.boot Generate Boostrap Replicates of Besag and Newell's Statistic
besagnewell Besag and Newell's Statistic for Spatial Clustering
achisq Another Implementation of Pearson's Chi-square Statistic
pottwhitt Potthoff-Whittinghill's Statistic for Overdispersion
besagnewell.stat Besag and Newell's Statistic for Spatial Clustering
observed.sim Randomly Generate Observed Cases from Different Statistical Distributions
lognormalEB Empirical Bayes Smoothing Using a log-Normal Model
dcluster A Package for the Detection of Spatial Clusters of Diseases for Count Data
kullnagar.boot Generate Bootstrap Replicates of Kulldorff and Nagarwalla's Statistic
calculate.mle Calculate Parameters Involved in Sampling Procedures
stone.stat Compute Stone's Statistic
opgam Openshaw's GAM
bn.iscluster Clustering Function for Besag and Newell's Method
achisq.stat Another Implementation of Pearson's Chi-square Statistic
whittermore.stat Compute Whittermore's Statistic
DCluster-internal Internal Functions in the DCluster Package.
moranI.stat Compute Moran's I Autocorrelation Statistic
iscluster Local Clustering Test Function
whittermore Whittermore's Statistic
gearyc Geary's C Autocorrelation Statistic
kullnagar.stat Kulldorff and Nagarwalla's Statistic for Spatial Clustering.
empbaysmooth Empirical Bayes Smoothing
whittermore.boot Generate Bootstrap Replicates of Whittermore's Statistic
moranI Moran's I Autocorrelation Statistic
moranI.boot Generate Bootstrap Replicates of Moran's I Autocorrelation Statistic
Tests for Overdispertion Likelihood Ratio Test and Dean's Tests for Overdispertion
gearyc.stat Compute Geary's C Autocorrelation Statistic
pottwhitt.boot Bootstrap Replicates of Potthoff-Whittinghill's Statistic
stone.boot Generate Boostrap Replicates of Stone's Statistic
tango.boot Generate Bootstrap Replicated of Tango's Statistic
pottwhitt.stat Compute Potthoff-Whittinghill's Statistic
gearyc.boot Generate Bootstrap Replicates of Geary's C Autocorrelation Statistic
stone Stone's Test
kullnagar Kulldorff and Nagarwalla's Statistic for Spatial Clustering.
tango.stat Compute Tango's Statistic for General Clustering
get.knclusters Get Areas in a Cluster Detected with Kulldorff's Statistic
achisq.boot Bootstrap Replicates of Pearson's Chi-square Statistic
tango Tango's Statistic for General Clustering
kn.iscluster Clustering Function for Kulldorff and Nagarwalla's Statistic
rmultin Generate Random Observations from a Multinomial Distribution
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Details

Date 2015-02-24
Encoding latin1
License GPL (>= 2)
Packaged 2015-03-17 16:16:13 UTC; virgil
NeedsCompilation yes
Repository CRAN
Date/Publication 2015-03-17 17:58:56

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