Package: HBSTM 1.0.2
Alberto Lopez Moreno
HBSTM: Hierarchical Bayesian Space-Time Models for Gaussian Space-Time Data
Fits Hierarchical Bayesian space-Time models for Gaussian data. Furthermore, its functions have been implemented for analysing the fitting qualities of those models.
Authors:
HBSTM_1.0.2.tar.gz
HBSTM_1.0.2.tar.gz(r-4.5-noble)HBSTM_1.0.2.tar.gz(r-4.4-noble)
HBSTM_1.0.2.tgz(r-4.4-emscripten)HBSTM_1.0.2.tgz(r-4.3-emscripten)
HBSTM.pdf |HBSTM.html✨
HBSTM/json (API)
| # Install 'HBSTM' in R: |
| install.packages('HBSTM', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Datasets:
- coordinates - Coordinates of the dataset "hirlam"
- hirlam - Hirlam
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 2 years agofrom:21e46ac84a. Checks:OK: 1 NOTE: 1. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Aug 27 2024 |
| R-4.5-linux | NOTE | Aug 27 2024 |
Exports:estimationhbstmhbstm.fitmseplotFitplotResresults
Dependencies:fBasicsgssmapsMASSspatialstabledisttimeDatetimeSeries
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Hierarchical Bayesian Space-Time models for Gaussian space-time data | HBSTM-package HBSTM [,CosSinMatrix,character,missing,missing-method [,MtAux,character,missing,missing-method [,SpatC,character,missing,missing-method [,SpatH,character,missing,missing-method [<-,CosSinMatrix,character,missing-method [<-,MtAux,character,missing-method [<-,SpatC,character,missing-method [<-,SpatH,character,missing-method |
| Class '"Autoregressive"' | Autoregressive-class [,Autoregressive,character,missing,missing-method [<-,Autoregressive,character,missing-method |
| Class '"Autoregressive0"' | Autoregressive0-class [,Autoregressive0,character,missing,missing-method [<-,Autoregressive0,character,missing-method |
| Coordinates of the dataset "hirlam" | coordinates |
| Estimation of the median parameters | estimation estimation,HBSTM-method estimation-methods |
| Fitting Hierarchical Bayesian Space Time models | hbstm hbstm,data.frame,matrix,data.frame,vector,vector,vector,ANY,ANY,ANY,ANY,logical-method hbstm-methods |
| Class '"HBSTM"' | HBSTM-class [,HBSTM,character,missing,missing-method [<-,HBSTM,character,missing-method |
| Fitted function for Hierarchical Bayesian Space Time models | hbstm.fit hbstm.fit,HBSTM-method hbstm.fit-methods |
| hirlam | hirlam |
| Class '"Hyperpriors"' | Hyperpriors-class [,Hyperpriors,character,missing,missing-method [<-,Hyperpriors,character,missing-method |
| Mean Square Error | mse mse,HBSTM-method mse-methods mse.HBSTM |
| Class '"Mt"' | Mt-class [,Mt,character,missing,missing-method [<-,Mt,character,missing-method |
| Class '"Mt0"' | Mt0-class [,Mt0,character,missing,missing-method [<-,Mt0,character,missing-method |
| Class '"Mu"' | Mu-class [,Mu,character,missing,missing-method [<-,Mu,character,missing-method |
| Class '"Mu0"' | Mu0-class [,Mu0,character,missing,missing-method [<-,Mu0,character,missing-method |
| Class '"Parameters"' | Parameters-class [,Parameters,character,missing,missing-method [<-,Parameters,character,missing-method |
| Plot the spatial data, estimation and residuals of an object of class 'HBSTM' | plotFit plotFit,HBSTM-method plotFit-methods |
| Residual Plots | plotRes plotRes,HBSTM-method plotRes-methods |
| Results summary | results results,HBSTM-method results-methods |
| Class '"Seas"' | Seas-class [,Seas,character,missing,missing-method [<-,Seas,character,missing-method |
| Class '"Seas0"' | Seas0-class [,Seas0,character,missing,missing-method [<-,Seas0,character,missing-method |
| Class '"SpatParam"' | SpatParam-class [,SpatParam,character,missing,missing-method [<-,SpatParam,character,missing-method |
| Class '"SpatParam0"' | SpatParam0-class [,SpatParam0,character,missing,missing-method [<-,SpatParam0,character,missing-method |
| Class '"VectSubdiag"' | VectSubdiag-class [,VectSubdiag,character,missing,missing-method [<-,VectSubdiag,character,missing-method |
| Class '"VectSubdiag0"' | VectSubdiag0-class [,VectSubdiag0,character,missing,missing-method [<-,VectSubdiag0,character,missing-method |
| Class '"Xt"' | Xt-class [,Xt,character,missing,missing-method [<-,Xt,character,missing-method |
| Class '"Xt0"' | Xt0-class [,Xt0,character,missing,missing-method [<-,Xt0,character,missing-method |