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 |
depends | base (>= 1.6.2) , boot , MASS , R (>= 1.6.2) , spdep |
Contributors | Virgilio G<f3>mez-Rubio, Juan Ferr<e1>ndiz-Ferragud, Antonio L<f3>pez-Qu<ed>lez |
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