crimelinkage: Statistical Methods for Crime Series Linkage

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Statistical Methods for Crime Series Linkage. This package provides code for criminal case linkage, crime series identification, crime series clustering, and suspect identification.

Author
Michael Porter [aut, cre], Brian Reich [aut]
Date of publication
2015-09-19 19:50:30
Maintainer
Michael Porter <mporter@cba.ua.edu>
License
GPL-3
Version
0.0.4

View on CRAN

Man pages

bayesPairs
Extracts the crimes with the largest probability of being...
catLevels
Make levels for merging category predictors
clusterPath
Follows path of one crime up a dendrogram
color
Creates transparent colors
compareCategorical
Make evidence variables from categorical crime data
compareCrimes
Creates evidence variables by calculating 'distance' between...
compareNumeric
Make evidence variables from numeric crime data
compareSpatial
Make spatial evidence variables
compareTemporal
Make temporal evidence variable from (possibly uncertain)...
crimeClust_bayes
Bayesian model-based partially-supervised clustering for...
crimeClust_hier
Agglomerative Hierarchical Crime Series Clustering
crimelinkage-package
'crimelinkage' package: Statistical Methods for Crime Series...
crimes
Ficticious dataset of crime events
dtdiff
Calculates time between two vectors of datetimes
expAbsDiff
Expected absolute difference of two uniform RVs
expAbsDiff.circ
Expected absolute difference of two circular uniform RVs
getBF
Estimates the bayes factor for continous and categorical...
getCrimes
Generate a list of crimes for a specific offender
getCrimeSeries
Generate a list of offenders and their associated crime...
getCriminals
Lookup the offenders responsible for a set of solved crimes
getD
Expected absolute distance of a circular uniform RV to a...
getROC
Cacluate ROC like metrics.
linkage
Hierarchical Based Linkage
make.breaks
Make break points for binning continuous predictors
makeGroups
Generates crime groups from crime series data
makePairs
Generates indices of linked and unlinked crime pairs (with...
makeSeriesData
Make crime series data
naiveBayes
Naive bayes classifier using histograms and shrinkage
offenders
Ficticious offender data
plotBF
plots 1D bayes factor
plotBKG
Generate a background plot
plot_hcc
Plot a hierarchical crime clustering object
plot.naiveBayes
Plots for Naive Bayes Model
predictBF
Generate prediction of a component bayes factor
predict.naiveBayes
Generate prediction (sum of log bayes factors) from a...
seriesID
Crime series identification

Files in this package

crimelinkage
crimelinkage/inst
crimelinkage/inst/CITATION
crimelinkage/inst/extdata
crimelinkage/inst/extdata/offenders.csv
crimelinkage/inst/extdata/crimes.csv
crimelinkage/inst/doc
crimelinkage/inst/doc/crimeclustering.R
crimelinkage/inst/doc/crimelinkage.R
crimelinkage/inst/doc/crimelinkage.Rmd
crimelinkage/inst/doc/crimeclustering.html
crimelinkage/inst/doc/crimeclustering.Rmd
crimelinkage/inst/doc/crimelinkage.html
crimelinkage/NAMESPACE
crimelinkage/NEWS
crimelinkage/data
crimelinkage/data/crimes.rda
crimelinkage/data/offenders.rda
crimelinkage/R
crimelinkage/R/seriesIDFunctions.R
crimelinkage/R/crimelinkage.R
crimelinkage/R/bayes_clustering.R
crimelinkage/R/compareCrimes.R
crimelinkage/R/caseUtils.R
crimelinkage/R/naivebayes.R
crimelinkage/R/hierclustering.R
crimelinkage/R/datasets.R
crimelinkage/vignettes
crimelinkage/vignettes/refs.bib
crimelinkage/vignettes/crimelinkage.Rmd
crimelinkage/vignettes/crimeclustering.Rmd
crimelinkage/vignettes/MCMC-results.RData
crimelinkage/MD5
crimelinkage/build
crimelinkage/build/vignette.rds
crimelinkage/DESCRIPTION
crimelinkage/man
crimelinkage/man/plot_hcc.Rd
crimelinkage/man/catLevels.Rd
crimelinkage/man/linkage.Rd
crimelinkage/man/compareTemporal.Rd
crimelinkage/man/offenders.Rd
crimelinkage/man/expAbsDiff.circ.Rd
crimelinkage/man/compareCrimes.Rd
crimelinkage/man/compareCategorical.Rd
crimelinkage/man/compareSpatial.Rd
crimelinkage/man/crimelinkage-package.Rd
crimelinkage/man/predictBF.Rd
crimelinkage/man/plotBKG.Rd
crimelinkage/man/make.breaks.Rd
crimelinkage/man/plot.naiveBayes.Rd
crimelinkage/man/getCrimeSeries.Rd
crimelinkage/man/bayesPairs.Rd
crimelinkage/man/crimeClust_bayes.Rd
crimelinkage/man/getD.Rd
crimelinkage/man/dtdiff.Rd
crimelinkage/man/makeGroups.Rd
crimelinkage/man/expAbsDiff.Rd
crimelinkage/man/naiveBayes.Rd
crimelinkage/man/getBF.Rd
crimelinkage/man/compareNumeric.Rd
crimelinkage/man/crimes.Rd
crimelinkage/man/makeSeriesData.Rd
crimelinkage/man/clusterPath.Rd
crimelinkage/man/seriesID.Rd
crimelinkage/man/getROC.Rd
crimelinkage/man/color.Rd
crimelinkage/man/makePairs.Rd
crimelinkage/man/getCrimes.Rd
crimelinkage/man/plotBF.Rd
crimelinkage/man/getCriminals.Rd
crimelinkage/man/crimeClust_hier.Rd
crimelinkage/man/predict.naiveBayes.Rd