spTimer swMATH ID: 24237 Software Authors: Khandoker Bakar; Sujit Sahu Description: R package spTimer: Spatio-Temporal Bayesian Modelling. Fits, spatially predicts and temporally forecasts large amounts of space-time data using [1] Bayesian Gaussian Process (GP) Models, [2] Bayesian Auto-Regressive (AR) Models, and [3] Bayesian Gaussian Predictive Processes (GPP) based AR Models for spatio-temporal big-n problems. Bakar and Sahu (2015) <doi:10.18637/jss.v063.i15>. Homepage: https://cran.r-project.org/web/packages/spTimer/index.html Source Code: https://github.com/cran/spTimer Dependencies: R Keywords: R package; Bayesian spatio-temporal modeling; Markov chain Monte Carlo; Gibbs sampling; autoregressive; predictive processes; Journal of Statistical Software Related Software: R; spBayes; CODA; fields; CARBayes; gstat; spate; splm; spam; BUGS; maptools; nlme; R-INLA; CARBayesST; Stem; RandomFields; spacetime; geoR; BayesDA; FRK Cited in: 11 Publications Standard Articles 1 Publication describing the Software Year all top 5 Cited by 28 Authors 3 Bakar, K. Shuvo 2 Jin, Huidong 2 Sahu, Sujit K. 1 Akaho, Shotaro 1 Alkorbi, Alya 1 Alshamari, Sana 1 Araki, Takamitsu 1 Bartzke, Gundula 1 Bass, Mark R. 1 Cappelletti, David 1 Castellini, Silvia 1 Crocchianti, Stefano 1 Del Sarto, Simone 1 Dublin, Holly T. 1 Ford, Jessica 1 Gilani, Owais 1 Hayes, Keith R. 1 Ickowicz, Adrien 1 Kane, Michael J. 1 Khashabi, Maryam 1 Kokic, Philip N. 1 Mahdi, Esam 1 Moroni, Beatrice 1 Mukhopadhyay, Sabyasachi 1 Ogutu, Joseph O. 1 Piepho, Hans-Peter 1 Ranalli, Maria Giovanna 1 Urbanek, Simon all top 5 Cited in 8 Serials 3 Journal of Agricultural, Biological, and Environmental Statistics 2 Journal of Statistical Computation and Simulation 1 Computational Statistics 1 Communications in Statistics. Simulation and Computation 1 Journal of Applied Mathematics 1 Journal of Computational and Graphical Statistics 1 Chapman & Hall/CRC Interdisciplinary Statistics Series 1 International Journal of Mathematics for Industry Cited in 2 Fields 11 Statistics (62-XX) 2 Geophysics (86-XX) Citations by Year