spStack-package |
spStack: Bayesian Geostatistics Using Predictive Stacking |
candidateModels |
Create a collection of candidate models for stacking |
cholUpdate |
Different Cholesky factor updates |
cholUpdateDel |
Different Cholesky factor updates |
cholUpdateDelBlock |
Different Cholesky factor updates |
cholUpdateRankOne |
Different Cholesky factor updates |
get_stacking_weights |
Optimal stacking weights |
iDist |
Calculate distance matrix |
posteriorPredict |
Prediction of latent process at new spatial or temporal locations |
recoverGLMscale |
Recover posterior samples of scale parameters of spatial/spatial-temporal generalized linear models |
simBinary |
Synthetic point-referenced binary data |
simBinom |
Synthetic point-referenced binomial count data |
simGaussian |
Synthetic point-referenced Gaussian data |
simPoisson |
Synthetic point-referenced Poisson count data |
sim_spData |
Simulate spatial data on unit square |
sim_stvcPoisson |
Synthetic point-referenced spatial-temporal Poisson count data simulated using spatially-temporally varying coefficients |
spGLMexact |
Univariate Bayesian spatial generalized linear model |
spGLMstack |
Bayesian spatial generalized linear model using predictive stacking |
spLMexact |
Univariate Bayesian spatial linear model |
spLMstack |
Bayesian spatial linear model using predictive stacking |
spStack |
spStack: Bayesian Geostatistics Using Predictive Stacking |
stackedSampler |
Sample from the stacked posterior distribution |
stvcGLMexact |
Bayesian spatially-temporally varying generalized linear model |
stvcGLMstack |
Bayesian spatially-temporally varying coefficients generalized linear model using predictive stacking |
surfaceplot |
Make a surface plot |
surfaceplot2 |
Make two side-by-side surface plots |