Package: stopp 0.2.4

stopp: Spatio-Temporal Point Pattern Methods, Model Fitting, Diagnostics, Simulation, Local Tests

Toolbox for different kinds of spatio-temporal analyses to be performed on observed point patterns, following the growing stream of literature on point process theory. This R package implements functions to perform different kinds of analyses on point processes, proposed in the papers (Siino, Adelfio, and Mateu 2018<doi:10.1007/s00477-018-1579-0>; Siino et al. 2018<doi:10.1002/env.2463>; Adelfio et al. 2020<doi:10.1007/s00477-019-01748-1>; D’Angelo, Adelfio, and Mateu 2021<doi:10.1016/j.spasta.2021.100534>; D’Angelo, Adelfio, and Mateu 2022<doi:10.1007/s00362-022-01338-4>; D’Angelo, Adelfio, and Mateu 2023<doi:10.1016/j.csda.2022.107679>). The main topics include modeling, statistical inference, and simulation issues on spatio-temporal point processes on Euclidean space and linear networks.

Authors:Nicoletta D'Angelo [aut, cre], Giada Adelfio [aut]

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stopp.pdf |stopp.html✨
stopp/json (API)

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

Peer review:

Datasets:

On CRAN:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1.60 score 520 downloads 20 exports 90 dependencies

Last updated 6 months agofrom:8a0caa7442. Checks:OK: 5 NOTE: 2. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 02 2024
R-4.5-winNOTENov 02 2024
R-4.5-linuxNOTENov 02 2024
R-4.4-winOKNov 02 2024
R-4.4-macOKNov 02 2024
R-4.3-winOKNov 02 2024
R-4.3-macOKNov 02 2024

Exports:globaldiaginfllocaldiaglocalplotlocalSTLginhomlocalSTLKinhomlocalsummarylocaltestlocstppmrETASlprETASprstlpprstppsepstlppmsepstppmstcovstlgcppmstpstpmstppm

Dependencies:abindbase64encbslibcachemclicodetoolscolorspacedeldirdigestdoParalleldotCall64evaluatefansifarverfastmapfieldsfontawesomeforeachfsggplot2gluegoftestgridExtragtablehighrhtmltoolshtmlwidgetsisobanditeratorsjquerylibjsonliteKernSmoothknitrlabelinglatticelifecyclemagrittrmapsMASSMatrixmemoisemgcvmimemisc3dmunsellnlmenloptrnumDerivoptimxpillarpkgconfigplot3DpolyclippracmaR6rappdirsRColorBrewerRcpprglrlangrmarkdownrpanelrpartsassscalesspspamsparrspatstatspatstat.dataspatstat.explorespatstat.geomspatstat.linnetspatstat.modelspatstat.randomspatstat.sparsespatstat.univarspatstat.utilssplancsstlnppstpptensortibbletinytexutf8vctrsviridisLitewithrxfunyaml

Readme and manuals

Help Manual

Help pageTopics
Spatio-Temporal Point Pattern Methods, Model Fitting, Diagnostics, Simulation, Local Testsstopp-package stopp
Rescaled roads of Chicago (Illinois, USA)chicagonet
Global diagnostics of a spatio-temporal point process first-order intensityglobaldiag
Catalog of Greek earthquakesgreececatalog
Display outlying LISTA functionsinfl
Local diagnostics of spatio-temporal point process modelslocaldiag
Plot the coefficients of a fitted local spatio-temporal Poisson process or local LGCP modellocalplot
Local inhomogeneous Spatio-temporal pair correlation functions on a linear networklocalSTLginhom
Local inhomogeneous Spatio-temporal K-functions on a linear networklocalSTLKinhom
Summary plots of the fitted coefficient of a local spatio-temporal Poisson process or a local LGCP modellocalsummary
Test of local structure for spatio-temporal point processeslocaltest
Fit a local Poisson process model to a spatio-temporal point patternlocstppm
Plot of the global diagnostics of a spatio-temporal point process first-order intensityplot.globaldiag
Display LISTA functionsplot.lista
Plot of the local diagnostics' result on a spatio-temporal point process modelplot.localdiag
Plot of the result of the local permutation testplot.localtest
Plot of the fitted intensity of a local spatio-temporal Poisson process modelplot.locstppm
Plot of the fitted intensity of a separable spatio-temporal Poisson modelplot.sepstlppm
Plot of the fitted intensity of a separable spatio-temporal Poisson modelplot.sepstppm
Plot a 'stcov' objectplot.stcov
Plot of the fitted intensity of a LGCP modelplot.stlgcppm
Plot a 'stlp' objectplot.stlp
Plot a 'stlpm' objectplot.stlpm
Plot a 'stp' objectplot.stp
Plot a 'stpm' objectplot.stpm
Plot of the fitted intensity of a spatio-temporal Poisson process modelplot.stppm
Print global diagnostics of a spatio-temporal point process first-order intensityprint.globaldiag
Print a 'lista' objectprint.lista
Print of the diagnostics' result on a spatio-temporal point process modelprint.localdiag
Print of the result of the permutation local testprint.localtest
Print of a fitted local spatio-temporal Poisson process modelprint.locstppm
Print of a fitted separable spatio-temporal Poisson process model on a linear networkprint.sepstlppm
Print of a fitted separable spatio-temporal Poisson process modelprint.sepstppm
Print a 'stcov' objectprint.stcov
Print of a fitted LGCP modelprint.stlgcppm
Print a 'stlp' objectprint.stlp
Print a 'stlpm' objectprint.stlpm
Print a 'stp' objectprint.stp
Print a 'stpm' objectprint.stpm
Print of a fitted spatio-temporal Poisson process modelprint.stppm
Simulation of a spatio-temporal ETAS (Epidemic Type Aftershock Sequence) model on a linear networkrETASlp
Simulation of a spatio-temporal ETAS (Epidemic Type Aftershock Sequence) modelrETASp
Simulate homogeneous and inhomogeneous spatio-temporal Poisson point patterns on linear networksrstlpp
Simulate homogeneous and inhomogeneous spatio-temporal Poisson point patternsrstpp
Fit a separable spatio-temporal Poisson process model on a linear networksepstlppm
Fit a separable spatio-temporal Poisson process modelsepstppm
Create 'stcov' objects and interpolate spatio-temporal covariates on a regular gridstcov
Fit a log-Gaussian Cox process model to a spatio-temporal point patternstlgcppm
Create 'stp' and 'stlp' objects for point patterns storagestp
Create 'stpm' and 'stlpm' objects for marked point patterns storagestpm
Fit a Poisson process model to a spatio-temporal point patternstppm
Summarizes global diagnostics of a spatio-temporal point process first-order intensitysummary.globaldiag
Summary a 'lista' objectsummary.lista
Summary of the diagnostics performed on a spatio-temporal point process modelsummary.localdiag
Summary of the result of the permutation local testsummary.localtest
Summary of a fitted local spatio-temporal Poisson process modelsummary.locstppm
Summary of a fitted fitted separable spatio-temporal Poisson process model on a linear networksummary.sepstlppm
Summary of a fitted separable spatio-temporal Poisson process modelsummary.sepstppm
Summary of a 'stcov' objectsummary.stcov
Summary of a fitted LGCP modelsummary.stlgcppm
Summary of a 'stlp' objectsummary.stlp
Summary of a 'stlpm' objectsummary.stlpm
Summary of a 'stp' objectsummary.stp
Summary of a 'stpm' objectsummary.stpm
Summary of a fitted spatio-temporal Poisson process modelsummary.stppm
Crimes in Valencia in 2019valenciacrimes
Roads of Valencia, Spainvalencianet