crimelinkage: Statistical Methods for Crime Series Linkage

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

AuthorMichael Porter [aut, cre], Brian Reich [aut]
Date of publication2015-09-19 19:50:30
MaintainerMichael Porter <mporter@cba.ua.edu>
LicenseGPL-3
Version0.0.4

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

Functions

bayesPairs Man page
bayesProb Man page
catLevels Man page
clusterPath Man page
color Man page
compareCategorical Man page
compareCrimes Man page
compareNumeric Man page
compareSpatial Man page
compareTemporal Man page
crimeClust_bayes Man page
crimeClust_hier Man page
crimelinkage Man page
crimelinkage-package Man page
crimes Man page
dtdiff Man page
expAbsDiff Man page
expAbsDiff.circ Man page
getBF Man page
getCrimes Man page
getCrimeSeries Man page
getCriminals Man page
getD Man page
getROC Man page
linkage Man page
make.breaks Man page
makeGroups Man page
makeLinked Man page
makePairs Man page
makeSeriesData Man page
makeUnlinked Man page
naiveBayes Man page
naiveBayes.fit Man page
offenders Man page
plotBF Man page
plotBKG Man page
plot_hcc Man page
plot.naiveBayes Man page
predictBF Man page
predict.naiveBayes Man page
seriesID Man page

Files

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

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