R package spdep: Spatial dependence: weighting schemes, statistics and models , A collection of functions to create spatial weights matrix objects from polygon contiguities, from point patterns by distance and tessellations, for summarizing these objects, and for permitting their use in spatial data analysis, including regional aggregation by minimum spanning tree; a collection of tests for spatial autocorrelation, including global Moran’s I, APLE, Geary’s C, Hubert/Mantel general cross product statistic, Empirical Bayes estimates and Assuncao/Reis Index, Getis/Ord G and multicoloured join count statistics, local Moran’s I and Getis/Ord G, saddlepoint approximations and exact tests for global and local Moran’s I; and functions for estimating spatial simultaneous autoregressive (SAR) lag and error models, impact measures for lag models, weighted and unweighted SAR and CAR spatial regression models, semi-parametric and Moran eigenvector spatial filtering, GM SAR error models, and generalized spatial two stage least squares models. (Source: http://cran.r-project.org/web/packages)

References in zbMATH (referenced in 12 articles )

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  1. Kang, Su Yun; McGree, James; Baade, Peter; Mengersen, Kerrie: A case study for modelling cancer incidence using Bayesian spatio-temporal models (2015)
  2. Nicolas Turenne: svcR: An R Package for Support Vector Clustering improved with Geometric Hashing applied to Lexical Pattern Discovery (2015) arXiv
  3. Adelchi Azzalini, Giovanna Menardi: Clustering Via Nonparametric Density Estimation: the R Package pdfCluster (2013) arXiv
  4. Li, Hongfei; Calder, Catherine A.; Cressie, Noel: One-step estimation of spatial dependence parameters: Properties and extensions of the APLE statistic (2012)
  5. Ruiz-Cárdenas, Ramiro; Krainski, Elias T.; Rue, Håvard: Direct fitting of dynamic models using integrated nested Laplace approximations -- INLA (2012)
  6. Borcard, Daniel; Gillet, François; Legendre, Pierre: Numerical ecology with R. (2011)
  7. Bivand, Roger; Müller, Werner G.; Reder, Markus: Power calculations for global and local Moran’s $\ell$ (2009)
  8. Rogerson, Peter; Yamada, Ikuho: Statistical detection and surveillance of geographic clusters. (2009)
  9. Buliung, Ron N.; Remmel, Tarmo K.: Open source, spatial analysis, and activity-travel behaviour research: capabilities of the \itaspace package (2008) ioport
  10. Arbia, Giuseppe: Spatial econometrics. Statistical foundations and applications to regional convergence. (2006)
  11. Anselin, Luc (ed.); Florax, Raymond J. G. M. (ed.); Rey, Sergio J. (ed.): Advances in spatial econometrics. Methodology, tools and applications. (2004)
  12. Bivand, Roger: Spatial econometrics functions in R: Classes and methods. (2002) ioport