geoR swMATH ID: 4489 Software Authors: Paulo J. Ribeiro Jr; Peter J. Diggle Description: The package geoR provides functions for geostatistical data analysis using the software R. This document illustrates some (but not all!) of the capabilities of the package. The objective is to familiarise the reader with the geoR’s commands for data analysis and show some of the graphical outputs which can be produced. The commands used here are just illustrative, providing basic examples of the package handling. We did not attempt to perform a definitive analysis of the data-set used throughout the exemples neither to cover all the details of the package capability. In what follows: the R commands are shown in slanted typewriter fonts like this, the corresponding output, if any, is shown in typewriter fonts like this. Typically, default arguments are used for the function calls and the user is encouraged to inspect other arguments of the functions using the args and help functions. For instance, to see all the arguments for the function variog type args(variog) and/or help(variog). Homepage: http://www.leg.ufpr.br/geoR/ Programming Languages: C Operating Systems: UNIX, Linux, Windows, MacOS X Dependencies: R (≥ 2.10), stats, sp, methods, MASS Keywords: geostatistics; maximum Likelihood estimation; Bayesian estimation; spatial prediction; computational statistics; R Related Software: R; spBayes; RandomFields; fields; gstat; R-INLA; geoRglm; fda (R); MASS (R); nlme; CRAN Task Views; Splancs; ggplot2; FRK; mvtnorm; DiceOptim; DiceKriging; CODA; GMRFLib; spatstat Cited in: 38 Publications all top 5 Cited by 92 Authors 3 Shi, Tao 2 Bradley, Jonathan R. 2 Cressie, Noel A. C. 2 Crujeiras, Rosa María 2 Curriero, Frank C. 2 Diggle, Peter John 2 Febrero-Bande, Manuel 2 Francisco-Fernandez, Mario 2 Ginsbourger, David 2 Giraldo, Ramón 2 Mateu, Jorge 2 Meilán-Vila, Andrea 2 Menezes, Raquel 2 Ribeiro, Paulo Justiniano jun. 1 Acosta, Jonathan 1 Atkinson, Peter M. 1 Badea, Anca 1 Banerjee, Sudipto 1 Bell, Michelle L. 1 Bernardi, Mara S. 1 Berrett, Candace 1 Blangiardo, Marta 1 Borgoni, Riccardo 1 Caballero, William N. 1 Calder, Catherine A. 1 Camacho-Tamayo, Jesús 1 Cameletti, Michela 1 Carey, Michelle 1 Carraro, Laurent 1 Carroll, Raymond James 1 Christensen, Ole F. 1 Dai, Xiongtao 1 Datta, Abhirup 1 Davis, Benjamin J. K. 1 de Bartolo, Daniela 1 De Oliveira, Victor 1 Delicado, Pedro F. 1 Dupuy, Delphine 1 Faes, Christel 1 Fagundes, R. S. 1 Fernández-Casal, Rubén 1 Galea, Manuel 1 García-Soidán, Pilar H. 1 Garsia-Soidán, Pilar 1 Genton, Marc G. 1 Ghosh, Sujit Kumar 1 Giorgi, Emanuele 1 Guedes, Luciana Pagliosa Carvalho 1 Guestrin, Carlos 1 Hartman, Linda Werner 1 Hössjer, Ola G. 1 Ieno, Elena N. 1 Kone, Bazoumana 1 Krause, Andreas 1 López-Quílez, Antonio 1 Martínez-Hernández, Israel 1 Miranda, Hilário 1 Muñoz, Facundo 1 Munroe, Darla K. 1 Nazemi, Alireza 1 Opsomer, Jean-Didier 1 Osorio, Felipe 1 Peng, Roger D. 1 Picheny, Victor 1 Pilz, Jürgen 1 Pistone, Giovanni 1 Ramsay, James O. 1 Rasch, Dieter 1 Righetto, Ana Julia 1 Roustant, Olivier 1 Ruppert, David 1 Sangalli, Laura Maria 1 Saveliev, Anatoly A. 1 Smith, Graham M. 1 Souto de Miranda, Manuela 1 Tavassoli, Abbas 1 Tritto, Valeria 1 Uribe-Opazo, Miguel Angel 1 Vallejos, Ronny O. 1 Vandendijck, Yannick 1 Verdooren, Rob 1 Verzelen, Nicolas 1 Vicario, Grazia 1 Waghei, Yadollah 1 Walker, Neil J. 1 Wand, Matthew P. 1 White, Gentry 1 Xiao, Ningchuan 1 Zhang, Lu 1 Zhu, Weicheng 1 Zhu, Zhengyuan 1 Zuur, Alain F. all top 5 Cited in 26 Serials 5 Computational Statistics and Data Analysis 3 Journal of Agricultural, Biological, and Environmental Statistics 2 Computational Statistics 2 Test 2 Mathematical Geosciences 1 Scandinavian Journal of Statistics 1 Journal of Multivariate Analysis 1 Revista Colombiana de Estadística 1 Statistical Science 1 Mathematical and Computer Modelling 1 Communications in Statistics. Theory and Methods 1 Journal of Statistical Computation and Simulation 1 Statistical Papers 1 Journal of Applied Statistics 1 Biostatistics 1 Applied Stochastic Models in Business and Industry 1 Brazilian Journal of Probability and Statistics 1 Mathematical Geology 1 Journal of Machine Learning Research (JMLR) 1 Statistical Analysis and Data Mining 1 AStA. Advances in Statistical Analysis 1 Electronic Journal of Statistics 1 The Annals of Applied Statistics 1 Statistics Surveys 1 Statistics for Biology and Health 1 Chapman & Hall/CRC Interdisciplinary Statistics Series all top 5 Cited in 9 Fields 33 Statistics (62-XX) 12 Geophysics (86-XX) 3 Numerical analysis (65-XX) 2 Probability theory and stochastic processes (60-XX) 2 Computer science (68-XX) 2 Biology and other natural sciences (92-XX) 1 History and biography (01-XX) 1 Approximations and expansions (41-XX) 1 Operations research, mathematical programming (90-XX) Citations by Year