Spatio-Temporal Bayesian Modelling
Overview
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.
Install
Health
- OK13 OK2026-08-04
- NOTE12 OK, 1 NOTE2026-08-01
- OK14 OK2026-04-05
- NOTE10 OK, 4 NOTE2026-03-10
Documentation
- Help pages
- 20 (1 internal)includes a package overview page
- Examples that run
- 67%12 run in a plain check · 2 only when donttest examples are enabled (R CMD check --as-cran) · 4 never run
- Exported functions with examples
- 94%
- Documented parameters
- 89%
- Return-value docs
- 33%
- Help pages citing references
- 20%
Downloads
Dependencies
Installing spTimer adds 9 packages (7 with compiled code, 11 MB of source tarballs). Heaviest: sp 4.3 MB, spacetime 2.4 MB, Rcpp 1.8 MB.
Code & Tests
Datasets
People & History
Maintainer since 0.01 (2010)
Pick two releases to compare their code metrics.
- RR 4.6.0 released · 2026-04-24
- 3.3.4Latest
- RR 4.5.0 released · 2025-04-11
- 3.3.32024-09-08 · diff ↗
- RR 4.4.0 released · 2024-04-24
- RR 4.3.0 released · 2023-04-21
- 3.3.22022-10-26 · diff ↗
- RR 4.2.0 released · 2022-04-22
- RR 4.1.0 released · 2021-05-18
- 3.3.1
- RR 4.0.0 released · 2020-04-24
- RR 3.6.0 released · 2019-04-26
- 3.32018-11-10 · diff ↗
- 3.2
- 3.12018-06-29 · diff ↗
- RR 3.5.0 released · 2018-04-23
Show 23 earlier eventsHide 23 earlier events
- 3.0-12017-10-19 · diff ↗
- 3.0-02017-10-15 · diff ↗ ·
removed 1 export
pattern:^[^\\.]added 31 exports
spT.Gibbs, spT.decay, spT.priors, spT.time, spT.initials, predict.spT, plot.spT, summary.spT, spT.geodist, spT.geo.dist, spT.geo_dist, spT.segment.plot, spT.subset, spT.grid.coords, spT.pCOVER, spT.validation, Formula.matrix, Formula.coords, as.mcmc.spT, as.forecast.object, confint.spT, coef.spT, residuals.spT, print.spT, fitted.spT, formula.spT, model.frame.spT, model.matrix.spT, Gamm, Norm and 1 more - RR 3.4.0 released · 2017-04-21
- RR 3.3.0 released · 2016-05-03
- 2.0-12015-08-18 · diff ↗
- RR 3.2.0 released · 2015-04-16
- 2.0-02015-01-19 · diff ↗
- 1.0-32014-10-02 · diff ↗
- 1.0-22014-06-24 · diff ↗
- RR 3.1.0 released · 2014-04-10
- 1.0-12014-03-03 · diff ↗
- 0.9-12014-01-29 · diff ↗
- 0.92013-12-05 · diff ↗
- 0.82013-07-04 · diff ↗
- 0.72013-05-23 · diff ↗
- RR 3.0.0 released · 2013-04-03
- 0.62013-03-01 · diff ↗
- 0.052013-01-22 · diff ↗
- 0.042012-12-27 · diff ↗
- 0.032012-12-12 · diff ↗
- 0.022012-07-05 · diff ↗
- 0.012012-06-15
- RR 2.15.0 released · 2012-03-30
Package metadata
- First published
- 2012-06-15
- Total releases
- 24 / 14 yrs
- License
- GPL (>= 2) OSI
- Minimum R
- ≥ 4.5
- Bundled data
- 229 KB / 2 files
- Download size
- 362 KB
Cite
Cite this package
Run in R for the authors' entry:
citation("spTimer")The package provides a citation file, so citation() returns the authors' own entry.
It points to 10.18637/jss.v063.i15.
Cite the R Observatory
For a number measured here: a download total, a coverage figure, an archival date.
From data release v2026-10-19, which the citation names so these numbers can be found later. More on citing and the projects behind them.