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Log-Gaussian Cox Process

0packages depend
9.5Kdownloads / year
22.8%test coverage
13/13flavors OK

Overview

About

Spatial and spatio-temporal modelling of point patterns using the log-Gaussian Cox process. Bayesian inference for spatial, spatiotemporal, multivariate and aggregated point processes using Markov chain Monte Carlo. See Benjamin M. Taylor, Tilman M. Davies, Barry S. Rowlingson, Peter J. Diggle (2015) doi:10.18637/jss.v063.i07.

Install

Health

CRAN checks
13OK
Slowest check: 13.1 min · r-oldrel-windows-x86_64
Status changes
  • OK13 OK2026-08-05
  • NOTE12 OK, 1 NOTE2026-08-01
  • OK13 OK2026-06-09
  • WARNING12 OK, 1 WARNING2026-06-08
  • OK14 OK2026-03-10
Advisories

none known

Documentation

In release 2.0-1
READMEYes · 2 wordsVignettesYes · 1 · staticNEWSYes · 0% structuredCitation fileYes · cites a publicationWebsitenot declared in DESCRIPTION
Description cites a JSS article
Help pages
379 (1 internal)includes a package overview page
Examples that run
28%7 run in a plain check · 18 never run
Exported functions with examples
8%
Documented parameters
99%
Return-value docs
96%
Help pages citing references
7%
Vignettes (1)

Downloads

9.5K
CRAN downloads in the past year
Rank #5,091 · ~26/day · ~791/mo
Daily download trend is not available in this view yet.
68830 days
1.6K90 days
9.5K1 year
Compare downloads with other packages →
Also on87 r2u7 autocran182 c2d4u

Dependencies

Declared dependencies
10 external dependencies (excludes base and recommended)

Installing lgcp adds 33 packages (25 with compiled code, 40 MB of source tarballs). Heaviest: sf 9.3 MB, sp 4.3 MB, fields 3.9 MB.

Depends (1)
R >= 2.10
LinkingTo (0)
none
Suggests (0)
none
Enhances (0)
none
Dependencies facing archival

CRAN will archive these unless their check problems are fixed by the date shown. This package needs each one to install.

Reverse dependencies
0direct
0indirect

Nothing depends on this yet.

Datasets

People & History

People (6)
Author, Maintainer · added in 1.3-13
Author · added in 0.9-0
Author · added in 1.3-13
Contributor · added in 2.0-1
Contributor · added in 1.5

Maintainer since 0.9-1 (2011), previously Barry Rowlingson (0.9-0)

Listed in earlier versions (13)
Show 8 of 13 peopleHide 8 people
T. M. Davies
no longer listed · 2.13.2 to 1.3-11
P. J. Diggle
no longer listed · 2.13.2 to 1.01
B. S. Rowlingson
no longer listed · 2.13.2 to 1.3-11
B. M. Taylor
no longer listed · 2.13.2 to 1.3-11
no longer listed · 0.9-0
Ben Taylor
no longer listed · 0.9-0
P. J. Diggle. Additional code contributions from E. Pebesma.
no longer listed · 2.15.1 to 1.3-11
Peter J. Diggle. Additional code contributions from Edzer Pebesma.
no longer listed · 1.3-13 to 1.4
Releases (33)

Pick two releases to compare their code metrics.

  • R
    R 4.6.0 released · 2026-04-24
  • R
    R 4.5.0 released · 2025-04-11
  • R
    R 4.4.0 released · 2024-04-24
  • R
    R 4.3.0 released · 2023-04-21
  • unarchivedReturned to CRAN
    2022-05-17
  • archivedRemoved from CRAN
    2022-05-04
    requires archived package 'RandomFields'
  • R
    R 4.2.0 released · 2022-04-22
  • R
    R 4.1.0 released · 2021-05-18
  • unarchivedReturned to CRAN
    2021-03-31
  • archivedRemoved from CRAN
    2021-03-29
    check problems were not corrected in time
  • R
    R 4.0.0 released · 2020-04-24
  • R
    R 3.6.0 released · 2019-04-26
  • R
    R 3.5.0 released · 2018-04-23
  • R
    R 3.4.0 released · 2017-04-21
  • R
    R 3.3.0 released · 2016-05-03
  • R
    R 3.2.0 released · 2015-04-16
Show 38 earlier eventsHide 38 earlier events
  • R
    R 3.1.0 released · 2014-04-10
  • R
    R 3.0.0 released · 2013-04-03
  • 2.15.1Latest
    record
    2012-04-20 · current release · diff ↗ ·
    removed 128 exports
    initialiseAMCMC.constanth, initialiseAMCMC.andrieuthomsh, updateAMCMC.constanth, updateAMCMC.andrieuthomsh, stapp.SpatialPolygonsDataFrame, stapp.list, print.stapp, as.owin.stapp, as.stppp.stapp, as.owinlist.SpatialPolygonsDataFrame, as.owinlist.stapp, fftinterpolate.fromXYZ, fftinterpolate.fromFunction, fftinterpolate.fromSPDF, GAinitialise.nullAverage, GAinitialise.MonteCarloAverage, GAupdate.nullAverage, GAupdate.MonteCarloAverage, GAfinalise.nullAverage, GAfinalise.MonteCarloAverage, GAreturnvalue.nullAverage, GAreturnvalue.MonteCarloAverage, print.dump2dir, GFinitialise.nullFunction, GFinitialise.dump2dir, GFupdate.nullFunction, GFupdate.dump2dir, GFfinalise.nullFunction, GFfinalise.dump2dir, GFreturnvalue.nullFunction and 98 more
    added 100 exports
    BetaParameters, C.diff.single.im, CovFunction, CovParameters, EvaluatePrior, GPdrv, GPdrv2, GPdrv2_Multitype, GPlist2array, GPrealisation, GaussianPrior, K.diff.single, K.u, K.val, LogGaussianPrior, MALAlgcpAggregateSpatial.PlusPars, MALAlgcpMultitypeSpatial.PlusPars, MALAlgcpSpatial.PlusPars, MALAlgcpSpatioTemporal.PlusPars, PriorSpec, RandomFieldsCovFct, SpikedExponentialCovFct, addTemporalCovariates, aggCovInfo, aggregateCovariateInfo, aggregateformulaList, as.SpatialPixelsDataFrame, assigninterp, autocorr, autocorrMultitype and 70 more
  • R
    R 2.15.0 released · 2012-03-30
  • R
    R 2.14.0 released · 2011-10-31
  • 2.13.2
    record
    2011-09-30 · diff ↗ ·
    added 235 exports
    initialiseAMCMC, updateAMCMC, constanth, andrieuthomsh, initialiseAMCMC.constanth, initialiseAMCMC.andrieuthomsh, updateAMCMC.constanth, updateAMCMC.andrieuthomsh, stapp, stapp.SpatialPolygonsDataFrame, stapp.list, SpatialPolygonsDataFrame.stapp, print.stapp, as.owin.stapp, as.stppp, as.stppp.stapp, as.owinlist, as.owinlist.SpatialPolygonsDataFrame, as.owinlist.stapp, computeGradtruncSpatial, computeGradtruncSpatioTemporal, fftgrid, fftinterpolate, fftinterpolate.fromXYZ, fftinterpolate.fromFunction, fftinterpolate.fromSPDF, getCounts, GAinitialise, GAupdate, GAfinalise and 205 more
  • 2.0-1
    record
    2025-08-25 · diff ↗
  • 2.0
    record
    2023-10-03 · diff ↗ ·
    added 3 exports
    gDisjoint_wg, gIntersects_pg, gTouches_wg
  • 1.8-2
    record
    2022-11-22 · diff ↗
  • 1.8
    record
    2022-05-17 · diff ↗ ·
    removed 9 exports
    C.diff.single.im, K.diff.single, K.u, K.val, g.diff.single, minimum.contrast, minimum.contrast.spatiotemporal, my.KinhomAverage, my.ginhomAverage
    added 1 export
    CovarianceFct
  • 1.7
    record
    2021-03-31 · diff ↗
  • 1.6
    record
    2020-03-06 · diff ↗
  • 1.5
    record
    2018-05-22 · diff ↗ ·
    added 2 exports
    maternCovFct15, maternCovFct25
  • 1.4
    record
    2017-04-13 · diff ↗
  • 1.3-15
    record
    2016-07-18 · diff ↗
  • 1.3-14
    record
    2016-01-11 · diff ↗
  • 1.3-13
    record
    2015-11-19 · diff ↗
  • 1.3-11
    record
    2015-09-10 · diff ↗
  • 1.3-9
    record
    2015-02-25 · diff ↗
  • 1.3-8
    record
    2015-02-04 · diff ↗
  • 1.3-7
    record
    2015-01-24 · diff ↗
  • 1.3-6
    record
    2014-05-09 · diff ↗ ·
    added 1 export
    .onAttach
  • 1.3-4
    record
    2014-03-03 · diff ↗ ·
    removed 1 export
    .onAttach
  • 1.3-3
    record
    2014-01-07 · diff ↗ ·
    added 2 exports
    lgcpbayes, lgcpvignette
  • 1.3-2
    record
    2013-06-14 · diff ↗
  • 1.3-1
    record
    2013-06-11 · diff ↗
  • 1.3
    record
    2013-05-31 · diff ↗ ·
    removed 141 exports
    initialiseAMCMC.constanth, initialiseAMCMC.andrieuthomsh, updateAMCMC.constanth, updateAMCMC.andrieuthomsh, stapp.SpatialPolygonsDataFrame, stapp.list, print.stapp, as.owin.stapp, as.stppp.stapp, as.owinlist.SpatialPolygonsDataFrame, as.owinlist.stapp, fftinterpolate.fromXYZ, fftinterpolate.fromFunction, fftinterpolate.fromSPDF, GAinitialise.nullAverage, GAinitialise.MonteCarloAverage, GAupdate.nullAverage, GAupdate.MonteCarloAverage, GAfinalise.nullAverage, GAfinalise.MonteCarloAverage, GAreturnvalue.nullAverage, GAreturnvalue.MonteCarloAverage, print.dump2dir, GFinitialise.nullFunction, GFinitialise.dump2dir, GFupdate.nullFunction, GFupdate.dump2dir, GFfinalise.nullFunction, GFfinalise.dump2dir, GFreturnvalue.nullFunction and 111 more
    added 93 exports
    addTemporalCovariates, aggCovInfo, aggregateCovariateInfo, aggregateformulaList, assigninterp, autocorrMultitype, BetaParameters, betavals, blockcircbaseFunction, C.diff.single.im, checkObsWin, chooseCellwidth, clearinterp, condProbs, covEffects, CovFunction, cov.interp.fft, CovParameters, etavals, EvaluatePrior, exponentialCovFct, extendspatialAtRisk, fftmultiply, formulaList, GaussianPrior, g.diff.single, genFFTgrid, getCovParameters, getinterp, getLHSformulaList and 63 more
  • 1.01
    record
    2013-01-23 · diff ↗
  • 1.0
    record
    2012-11-23 · diff ↗ ·
    added 10 exports
    mstppp, mstppp.ppp, mstppp.stppp, mstppp.list, print.mstppp, plot.mstppp, as.ppp.mstppp, rescale.mstppp, integerise.mstppp, spatialAtRisk.lgcpgrid
  • 0.9-7
    record
    2012-07-20 · diff ↗ ·
    added 7 exports
    getCellCounts, raster.lgcpgrid, as.SpatialPixelsDataFrame, as.SpatialPixelsDataFrame.lgcpgrid, autocorr, plot.lgcpAutocorr, rgauss
  • 0.9-5
    record
    2012-06-11 · diff ↗ ·
    added 2 exports
    lambdaEst.stppp, lambdaEst.ppp
  • 0.9-4-2
    record
    2012-05-30 · diff ↗ ·
    removed 100 exports
    BetaParameters, C.diff.single.im, CovFunction, CovParameters, EvaluatePrior, GPdrv, GPdrv2, GPdrv2_Multitype, GPlist2array, GPrealisation, GaussianPrior, K.diff.single, K.u, K.val, LogGaussianPrior, MALAlgcpAggregateSpatial.PlusPars, MALAlgcpMultitypeSpatial.PlusPars, MALAlgcpSpatial.PlusPars, MALAlgcpSpatioTemporal.PlusPars, PriorSpec, RandomFieldsCovFct, SpikedExponentialCovFct, addTemporalCovariates, aggCovInfo, aggregateCovariateInfo, aggregateformulaList, as.SpatialPixelsDataFrame, assigninterp, autocorr, autocorrMultitype and 70 more
    added 128 exports
    initialiseAMCMC.constanth, initialiseAMCMC.andrieuthomsh, updateAMCMC.constanth, updateAMCMC.andrieuthomsh, stapp.SpatialPolygonsDataFrame, stapp.list, print.stapp, as.owin.stapp, as.stppp.stapp, as.owinlist.SpatialPolygonsDataFrame, as.owinlist.stapp, fftinterpolate.fromXYZ, fftinterpolate.fromFunction, fftinterpolate.fromSPDF, GAinitialise.nullAverage, GAinitialise.MonteCarloAverage, GAupdate.nullAverage, GAupdate.MonteCarloAverage, GAfinalise.nullAverage, GAfinalise.MonteCarloAverage, GAreturnvalue.nullAverage, GAreturnvalue.MonteCarloAverage, print.dump2dir, GFinitialise.nullFunction, GFinitialise.dump2dir, GFupdate.nullFunction, GFupdate.dump2dir, GFfinalise.nullFunction, GFfinalise.dump2dir, GFreturnvalue.nullFunction and 98 more
  • 0.9-4
    record
    2012-04-20 · diff ↗ ·
    added 8 exports
    as.array.lgcpgrid, seintens, seintens.lgcpPredict, discreteWindow, discreteWindow.lgcpPredict, integerise, integerise.stppp, .onAttach
  • 0.9-3
    record
    2012-03-26 · diff ↗ ·
    removed 1 export
    computeGradtrunc
  • 0.9-2
    record
    2012-03-12 · diff ↗ ·
    added 9 exports
    neigh2D, paramprecbase, paramprec, matchcovariance, sparsebase, meanfield.lgcpPredictINLA, varfield.lgcpPredictINLA, getlgcpPredictSpatialINLA, lgcpPredictSpatialINLA
  • 0.9-1
    record
    2011-12-09 · diff ↗ ·
    added 31 exports
    stapp, stapp.SpatialPolygonsDataFrame, stapp.list, SpatialPolygonsDataFrame.stapp, print.stapp, as.owin.stapp, as.stppp, as.stppp.stapp, as.owinlist, as.owinlist.SpatialPolygonsDataFrame, as.owinlist.stapp, computeGradtruncSpatial, computeGradtruncSpatioTemporal, exceedProbsAggregated, lgcpgrid.matrix, lgcpPredictSpatial, MALAlgcpSpatial, target.and.grad.spatiotemporal, lgcpPredictAggregated, blockcircbase, inversebase, eigenfrombase, is.SPD, GammafromY, YfromGamma, target.and.grad.spatial, circulant, circulant.numeric, circulant.matrix, toral.cov.mat and 1 more
  • 0.9-0
    record
    2011-10-02
  • R
    R 2.13.0 released · 2011-04-13

Package metadata

First published
2011-09-30
Total releases
33 / 15 yrs
License
GPL-2 | GPL-3 OSI
Minimum R
≥ 2.10
Bundled data
7.9 KB / 3 files
Download size
307 KB

Cite

Cite this package

Run in R for the authors' entry:

citation("lgcp")

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Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

APA

Balamuta, J. J. (2026). R Observatory: Metrics for lgcp version 2.0-1 [Data set]. HJJB, LLC. Data release v2026-10-18. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-18, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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