RDocumentation
Moon
Learn R
Search all packages and functions
⚠️
There's a newer version (3.3.2) of this package.
Take me there.
spTimer (version 0.01)
Spatio-Temporal Bayesian Modelling Using R
Description
1. Bayesian Gaussian Process (GP) Models. 2. Bayesian Auto-Regressive (AR) Models. 3. Bayesian Gaussian Predictive Processes (GPP) based AR Models.
Copy Link
Copy
Link to current version
Version
Version
3.3.2
3.3.1
3.3
3.2
3.1
3.0-1
3.0-0
2.0-1
2.0-0
1.0-3
1.0-2
1.0-1
0.9-1
0.8
0.7
0.6
0.05
0.04
0.03
0.02
0.01
Down Chevron
Install
install.packages('spTimer')
Monthly Downloads
506
Version
0.01
License
GPL (>= 2)
Maintainer
Khandoker Shuvo Bakar
Last Published
June 15th, 2012
Functions in spTimer (0.01)
Search functions
spT.MCMC.stat
MCMC summary for the posterior samples
spT.data.selection
Selection of Spatial data from a big dataset.
spT.validation
Validation Commands
spT.priors
Priors for the spatio-temporal models.
spTimer-package
Spatio-Temporal Bayesian Modelling using R
spT.pCOVER
Nominal Coverage
spT.prediction
Predictions for the spatio-temporal models.
spT.MCMC.plot
MCMC plots for the posterior samples
spT.time
Timer series information.
spT.Summary.Stat
Summary Statistics
spT.segment.plot
Utility plot for prediction/forecast
spT.geodist
Geodetic/geodesic Distance
NYdata
Observations of ozone concentration levels, maximum temperature and wind speed.
spT.grid.coords
Grid Coordinates
spTimer-internal
Service functions and some undocumented functions for the spTimer library
spT.decay
Choice for sampling spatial decay parameter $\phi$.
spT.initials
Initial values for the spatio-temporal models.
spT.forecast
Forecast for the spatio-temporal models.
NYsite
Position of ozone monitoring sites in New York
spT.check.locations
Distance Monitoring Function
spT.Gibbs
MCMC sampling for the spatio-temporal models.