Special Volume: Software for Spatial Statistics (Editors: Edzer Pebesma, Roger Bivand, Paulo Justiano Ribeiro)
Table of Contents
Articles
| Software for Spatial Statistics | |
| Edzer Pebesma, Roger Bivand, Paulo Justiniano Ribeiro |
| micromap: A Package for Linked Micromaps | |
| Quinn C. Payton, Michael G. McManus, Marc H. Weber, Anthony R. Olsen, Thomas M. Kincaid |
| micromapST: Exploring and Communicating Geospatial Patterns in US State Data | |
| Linda Williams Pickle, James B. Pearson, Daniel B. Carr |
| RgoogleMaps and loa: Unleashing R Graphics Power on Map Tiles | |
| Markus Loecher, Karl Ropkins |
| plotKML: Scientific Visualization of Spatio-Temporal Data | |
| Tomislav Hengl, Pierre Roudier, Dylan Beaudette, Edzer Pebesma |
| ads Package for R: A Fast Unbiased Implementation of the K-function Family for Studying Spatial Point Patterns in Irregular-Shaped Sampling Windows | |
| Raphaël Pélissier, François Goreaud |
| Bayesian Inference and Data Augmentation Schemes for Spatial, Spatiotemporal and Multivariate Log-Gaussian Cox Processes in R | |
| Benjamin M. Taylor, Tilman M. Davies, Barry S. Rowlingson, Peter J. Diggle |
| Analysis, Simulation and Prediction of Multivariate Random Fields with Package RandomFields | |
| Martin Schlather, Alexander Malinowski, Peter J. Menck, Marco Oesting, Kirstin Strokorb |
| Analysis of Random Fields Using CompRandFld | |
| Simone A. Padoan, Moreno Bevilacqua |
| Parallelizing Gaussian Process Calculations in R | |
| Christopher J. Paciorek, Benjamin Lipshitz, Wei Zhuo, . Prabhat, Cari G. G. Kaufman, Rollin C. Thomas |
| geoCount: An R Package for the Analysis of Geostatistical Count Data | |
| Liang Jing, Victor De Oliveira |
| Model-Based Geostatistics the Easy Way | |
| Patrick E. Brown |
| spBayes for Large Univariate and Multivariate Point-Referenced Spatio-Temporal Data Models | |
| Andrew O. Finley, Sudipto Banerjee, Alan E. Gelfand |
| spate: An R Package for Spatio-Temporal Modeling with a Stochastic Advection-Diffusion Process | |
| Fabio Sigrist, Hans R. Künsch, Werner A. Stahel |
| spTimer: Spatio-Temporal Bayesian Modeling Using R | |
| Khandoker Shuvo Bakar, Sujit K. Sahu |
| SPODT: An R Package to Perform Spatial Partitioning | |
| Jean Gaudart, Nathalie Graffeo, Drissa Coulibaly, Guillaume Barbet, Stanilas Rebaudet, Nadine Dessay, Ogobara K. Doumbo, Roch Giorgi |
| GWmodel: An R Package for Exploring Spatial Heterogeneity Using Geographically Weighted Models | |
| Isabella Gollini, Binbin Lu, Martin Charlton, Christopher Brunsdon, Paul Harris |
| Comparing Implementations of Estimation Methods for Spatial Econometrics | |
| Roger Bivand, Gianfranco Piras |
| Bayesian Spatial Modelling with R-INLA | |
| Finn Lindgren, Håvard Rue |
| Spatial Data Analysis with R-INLA with Some Extensions | |
| Roger Bivand, Virgilio Gómez-Rubio, Håvard Rue |
| Structured Additive Regression Models: An R Interface to BayesX | |
| Nikolaus Umlauf, Daniel Adler, Thomas Kneib, Stefan Lang, Achim Zeileis |
Code Snippets
| Pitfalls in the Implementation of Bayesian Hierarchical Modeling of Areal Count Data: An Illustration Using BYM and Leroux Models | |
| Florian Gerber, Reinhard Furrer |