Package ‘ lgcp ’ June 14 , 2013
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چکیده
June 14, 2013 Maintainer Benjamin M. Taylor License GPL-3 Title Log-Gaussian Cox Process Type Package LazyLoad yes Author B. M. Taylor, T. M. Davies, B. S. Rowlingson, P. J. Diggle. Additional code contributions from E. Pebesma. Description Spatial and spatio-temporal modelling of point patterns using the log-Gaussian Cox process Version 1.3-2 Date 2012-20-04 Depends R (>= 3.0.1), spatstat, sp, RandomFields, iterators, ncdf,methods, tcltk, rgl, rpanel (>= 1.12), fields, maptools,Matrix, raster, rgeos, nlme Imports spatstat Suggests sparr, rgdal, gpclib Collate ’adaptiveSchemes.R’ ’arealMethods.R’ ’computeGradtrunc.R’’fftgrid.R’ ’getCounts.R’ ’gridAverageMethods.R’’gridFunctionMethods.R’ ’lgcpForecast.R’ ’lgcpINLA.R’’lgcpInternals.R’ ’lgcpMethods.R’ ’lgcppars.R’’lgcpPredictSpatial.R’ ’lgcpPredictSpatioTemporal.R’ ’lgcp.R’’lgcpSimSpatioTemporal.R’ ’lgcpStructures.R’ ’mcmcIterator.R’’mcmcpars.R’ ’mcmcProgress.R’ ’parameterEstimation.R’’selectObsWindow.R’ ’setoutput.R’ ’spatialAtRiskClassDef.R’’spatialOnly.R’ ’stpppClassDef.R’ ’temporalAtRiskClassDef.R’’txtProgressBar2.R’ ’zzz.R’’AggregateSpatialOnlyPlusParameters.R’ ’geometryHandling.R’’minimumContrast.R’ ’mstpppClassDef.R’’MultitypeSpatialOnlyPlusParameters.R’’SpatialOnlyPlusParameters.R’ ’SpatioTemporalPlusParameters.R’ NeedsCompilation no Repository CRAN Date/Publication 2013-06-14 17:46:21
منابع مشابه
lgcp: Inference with Spatial and Spatio-Temporal Log-Gaussian Cox Processes in R
This paper introduces an R package for spatial and spatio-temporal prediction and forecasting for log-Gaussian Cox processes. The main computational tool for these models is Markov chain Monte Carlo (MCMC) and the new package, lgcp, therefore also provides an extensible suite of functions for implementing MCMC algorithms for processes of this type. The modelling framework and details of inferen...
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February 25, 2015 Maintainer Benjamin M. Taylor License GPL-2 | GPL-3 Title Log-Gaussian Cox Process Type Package LazyLoad yes Author B. M. Taylor, T. M. Davies, B. S. Rowlingson, P. J. Diggle. Additional code contributions from E. Pebesma. Description Spatial and spatio-temporal modelling of point patterns using the log-Gaussian Cox process. Bayesian inference for s...
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تاریخ انتشار 2013