Package: spatstat.local 5.0-1

spatstat.local: Extension to 'spatstat' for Local Composite Likelihood

Extension to the 'spatstat' package, enabling the user to fit point process models to point pattern data by local composite likelihood ('geographically weighted regression').

Authors:Adrian Baddeley [aut, cre]

spatstat.local_5.0-1.tar.gz
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spatstat.local_5.0-1.tgz(r-4.4-any)spatstat.local_5.0-1.tgz(r-4.3-any)

spatstat.local_5.0-1.tgz(r-4.3-emscripten)
spatstat.local.pdf |spatstat.local.html
spatstat.local/json (API)
NEWS

# Install 'spatstat.local' in R:
install.packages('spatstat.local', repos = c('https://baddstats.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/baddstats/spatstat.local/issues

On CRAN:

spatial-analysisspatial-dataspatstat

80 exports 0.61 score 19 dependencies

Last updated 1 years agofrom:2bf4d35bc0

Exports:accumulateStatusListapplymapsas.flat.matrixas.interact.locppmas.ppm.locppmas.ppp.locminconaverage.flat.matrixbilinear3.flat.matricesbilinear3.slicebw.loccitbw.locppmcheck.flat.matrixcheck2.flat.matricescheck3.flat.matricescoef.locppmconfint.locppmcontour.locppmeigenvalues.flat.matrixextraClusterModelInfoFirstExtantEntryfitted.loccitfitted.locppmgetvcinternalsgridproxyhandle.flat.matrixhandle2.flat.matriceshandle3.flat.matriceshomtesthomtestmapHomTestMapEnginehomteststatimagelist2matrixinvert.flat.matrixinvert.sliceinvsqrtmatis.poisson.locppmloccitloccitFFTlocminconlocppmlocppmEnginelocppmFFTlocppmOptionslocppmPredictmatrix2imagelistmultiply2.flat.matricesmultiply2.slicemultiply3.flat.matricesmultiply3.sliceouter2.flat.vectorsoutersquare.flat.vectorplot.loccitplot.locminconplot.locppmpredict.loccitpredict.locppmprint.homtestmapprint.loccitprint.locminconprint.locppmprint.locppmOptionspsib.loccitpsib.locminconquadform2.flat.matricesquadform2.slicequadform2symm.slicesample.imagelistSmooth.locminconSmooth.locppmsolve2.flat.matricessolve2.slicesqmagsqrtmattrace.flat.matrixtranspose.flat.matrixttestmapupdate.homtestmapvcovlocEnginewith.loccitwith.locmincon

Dependencies:abinddeldirgoftestlatticeMatrixmgcvnlmepolycliprpartspatstatspatstat.dataspatstat.explorespatstat.geomspatstat.linnetspatstat.modelspatstat.randomspatstat.sparsespatstat.utilstensor

Readme and manuals

Help Manual

Help pageTopics
Local Composite Likelihoodspatstat.local-package spatstat.local
Cross Validated Bandwidth Selection for Locally Fitted Point Process Modelbw.loccit
Cross Validated Bandwidth Selection for Locally Fitted Point Process Modelbw.locppm
Homogeneity Test for Local Poisson or Gibbs Modelhomtest
Test Statistic for Homogeneity Testhomtestmap homteststat update.homtestmap
Locally Fitted Cluster or Cox Point Process Modelloccit
Locally Fitted Cluster or Cox Point Process Modellocmincon
Locally Fitted Poisson or Gibbs Point Process Modellocppm
Methods for Local Cluster or Cox Modelsas.ppp.locmincon methods.locmincon print.locmincon
Methods for Local Gibbs Modelsas.interact.locppm as.ppm.locppm coef.locppm confint.locppm is.poisson.locppm methods.locppm print.locppm
Plot a Locally Fitted Cluster or Cox Point Process Modelplot.loccit
Plot a Locally Fitted Cluster or Cox Point Process Modelplot.locmincon
Plot a Locally Fitted Poisson or Gibbs Modelcontour.locppm plot.locppm
Prediction for Locally-Fitted Cox or Cluster Modelfitted.loccit predict.loccit
Prediction of a Locally Fitted Poisson or Gibbs Point Process Modelfitted.locppm predict.locppm
Sibling Probability of Locally Fitted Cluster Point Processpsib.loccit psib.locmincon
Smooth a Locally Fitted Cluster or Cox Point Process ModelSmooth.locmincon
Smooth a locally fitted Gibbs modelSmooth.locppm
Test of Effect in Locally Fitted Point Process Modelttestmap
Evaluate an Expression for a Locally Fitted Modelwith.loccit with.locmincon