• bootlib

  • Referenced in 426 articles [sw40642]
  • Plus. A library of functions and data written by Angelo Canty to accompany the Cambridge ... nonlinear models, and time series, spatial data and point processes. Chapter 9 describes how variance...
  • spBayes

  • Referenced in 365 articles [sw10160]
  • disease mapping, and economics often encounter spatially referenced data collected over a fixed ... study. Such point-referenced or geostatistical data are often best analyzed with Bayesian hierarchical models ... Gaussian spatial process models for univariate as well as multivariate point-referenced data. We discuss...
  • Arc_Mat

  • Referenced in 125 articles [sw07176]
  • Matlab-based spatial data analysis toolbox. This article presents an overview ... Matlab-based spatial data analysis software package whose source code has been placed ... provide more comprehensive functions for spatial data analysis. The Arc_Mat toolbox functionality includes basic ... choropleth mapping; exploratory spatial data analysis that provides exploratory views of spatial data through various...
  • spatstat

  • Referenced in 140 articles [sw04429]
  • simulation, tests , A package for analysing spatial data, mainly Spatial Point Patterns, including multitype/marked points ... Contains over 1000 functions for plotting spatial data, exploratory data analysis, model-fitting, simulation, spatial ... formal inference. Data types include point patterns, line segment patterns, spatial windows, pixel images ... models can be fitted to point pattern data using functions ppm, kppm, slrm similar...
  • fields

  • Referenced in 56 articles [sw08187]
  • package fields: Tools for spatial data. Fields is for curve, surface and function fitting with ... emphasis on splines, spatial data and spatial statistics. The major methods include cubic, and thin ... functions for plotting and working with spatial data as images. This package also contains ... sparse matrix methods for large spatial data sets and currently requires the sparse matrix (spam...
  • sedaR

  • Referenced in 65 articles [sw04568]
  • devoted to the analysis of spatial ecological multivariate data. Below is a list ... packages provided by project Spatial ecological data analysis with R: AEM, PCNM, hubbell, mefaspat, metapop...
  • raster

  • Referenced in 37 articles [sw08287]
  • manipulating, analyzing and modeling of gridded spatial data. The package implements basic and high-level...
  • spdep

  • Referenced in 37 articles [sw04578]
  • permitting their use in spatial data analysis, including regional aggregation by minimum spanning tree...
  • GMRFLib

  • Referenced in 309 articles [sw06641]
  • random fields. Theory and applications. Researchers in spatial statistics and image analysis are familiar with ... analysis of longitudinal and survival data, spatio-temporal models, graphical models, and semi-parametric statistics ... such widespread use in the field of spatial statistics, it is surprising that there remains...
  • R-Geo

  • Referenced in 30 articles [sw06100]
  • resources for the analysis of spatial data using R, and other associated software...
  • spatial panels

  • Referenced in 20 articles [sw30006]
  • Elhorst provides Matlab routines to estimate spatial panel data models at his website. This article ... spatial panel data model contains spatial and/or time-period fixed effects, the direct and indirect ... selection framework to determine which spatial panel data model best describes the data. To demonstrate...
  • INLA

  • Referenced in 47 articles [sw07535]
  • fitting complex models to realistic spatial point pattern data. We consider models that are based...
  • GRASS GIS

  • Referenced in 21 articles [sw04501]
  • data; and create, manage, and store spatial data. GRASS uses both an intuitive windows interface...
  • GeoDa

  • Referenced in 17 articles [sw08282]
  • free software package that conducts spatial data analysis, geovisualization, spatial autocorrelation and spatial modeling. OpenGeoDa ... powerful capabilities to perform spatial analysis, multivariate exploratory data analysis, and global and local spatial...
  • CGAL

  • Referenced in 384 articles [sw00118]
  • analysis), and kinetic data structures. All these data structures and algorithms operate on geometric objects ... Support Library offers geometric object generators and spatial sorting functions, as well as a matrix...
  • Spatial SQL

  • Referenced in 12 articles [sw28464]
  • spatial databases, which combine conventional and spatially related data, such as geographic information systems, CAD/CAM ... recognizes the significantly different requirements of spatial data handling and overcomes the inherent problems ... queries to retrieve nonspatial data based on nonspatial constraints, use Spatial ... commands to inquire about situations involving spatial data, and give instructions in the Graphical Presentation...
  • SaTScan

  • Referenced in 28 articles [sw14250]
  • spatial, temporal and space-time data using the spatial, temporal, or space-time scan statistics...
  • ggmap

  • Referenced in 17 articles [sw14599]
  • collection of functions to visualize spatial data and models on top of static maps from...
  • CARBayes

  • Referenced in 14 articles [sw15288]
  • package CARBayes: Spatial Generalised Linear Mixed Models for Areal Unit Data. Implements a class ... univariate and multivariate spatial generalised linear mixed models for areal unit data, with inference ... variable can be binomial, Gaussian or Poisson. Spatial autocorrelation is modelled ... multivariate CAR (MCAR) model for multivariate spatial data. Full details are given in the vignette...
  • BayesLogit

  • Referenced in 44 articles [sw09312]
  • Gamma latent variables. We propose a new data-augmentation strategy for fully Bayesian inference ... nonlinear mixed-effect models, and spatial models for count data. In each case, our data...