Package: multivator 1.1-11
multivator: A Multivariate Emulator
A multivariate generalization of the emulator package.
Authors:
multivator_1.1-11.tar.gz
multivator_1.1-11.zip(r-4.5)multivator_1.1-11.zip(r-4.4)multivator_1.1-11.zip(r-4.3)
multivator_1.1-11.tgz(r-4.4-any)multivator_1.1-11.tgz(r-4.3-any)
multivator_1.1-11.tar.gz(r-4.5-noble)multivator_1.1-11.tar.gz(r-4.4-noble)
multivator_1.1-11.tgz(r-4.4-emscripten)multivator_1.1-11.tgz(r-4.3-emscripten)
multivator.pdf |multivator.html✨
multivator/json (API)
| # Install 'multivator' in R: |
| install.packages('multivator', repos = c('https://robinhankin.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/robinhankin/multivator/issues
- e3mg - Output from computer model e3mg
- e3mg_LoF - Output from computer model e3mg
- eigenmaps - Dataset due to McNeall
- landmask - Dataset due to McNeall
- mcneall_pc - Dataset due to McNeall
- mcneall_temps - Dataset due to McNeall
- mean_temp - Dataset due to McNeall
- opt_mcneall - Dataset due to McNeall
- toy_LoF - Toy datasets
- toy_beta - Toy datasets
- toy_d - Toy datasets
- toy_d2 - Toy datasets
- toy_expt - Toy datasets
- toy_mhp - Toy datasets
- toy_mm - Toy datasets
- toy_mm2 - Toy datasets
- toy_mm3 - Toy datasets
- toy_mm4 - Toy datasets
- toy_point - Toy datasets
Last updated 1 years agofrom:cb37db8055. Checks:OK: 1 WARNING: 6. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Oct 15 2024 |
| R-4.5-win | WARNING | Oct 15 2024 |
| R-4.5-linux | WARNING | Oct 15 2024 |
| R-4.4-win | WARNING | Oct 15 2024 |
| R-4.4-mac | WARNING | Oct 15 2024 |
| R-4.3-win | WARNING | Oct 15 2024 |
| R-4.3-mac | WARNING | Oct 15 2024 |
Exports:apartas.data.frameas.listas.matrixas.mdmas.mhpas.separateBB<-beta_hatbetahat_multbetahat_mult_Sigmacompatiblecstardefault_LoFeq2.36eq2.36_Sigmaexperimentget_mdmget_obsheadipdis.mdmis.mhplevelsMM<-mdmmhpmultemncolnrowobs_makeroptimal_Boptimal_diag_Moptimal_identical_Boptimal_Moptimal_paramsprint.experimentprint.mdmprint.mhpprint.mhpSummaryrbindregressorrownamesrownames<-showmapssss_matrixss_matrix_simplesummarytailtoy_mm_makertypestypes<-var.matrixxoldxold<-
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| A multivariate emulator | multivator-package multivator |
| Decompose a matrix with multiple columns of dependent variables | apart |
| Split an object of class 'experiment' into a list of univariate datasets | as.separate |
| Various intermediate expressions needed by the multivariate emulator | betahat_mult betahat_mult_Sigma beta_hat cstar eq2.36 eq2.36_Sigma regressor var.matrix |
| Are two objects compatible? | compatible |
| Default List of functions | default_LoF |
| Output from computer model e3mg | e3mg e3mg_LoF |
| Multivatriate hyperparameter (mhp) objects | as.data.frame,experiment,ANY,ANY-method as.data.frame,experiment-method experiment experiment-class get_mdm get_obs head,experiment-method print.experiment tail,experiment-method [,experiment-method |
| Head and tail | head head,mdm-method tail tail,mdm-method |
| Positive definite matrices | ipd |
| Dataset due to McNeall | eigenmaps landmask mcneall mcneall_pc mcneall_temps mean_temp opt_mcneall |
| Multivariate design matrices | as.data.frame as.data.frame,mdm,missing,missing-method as.data.frame,mhp-method as.list as.list,mdm-method as.matrix as.matrix,mdm-method as.mdm as.mdm,mhp-method dim,mdm-method is.mdm levels,experiment-method levels,mdm-method levels<-,mdm-method mdm mdm-class names,mdm-method names<- names<-,mdm-method ncol,mdm-method nrow,mdm-method rbind rbind,mdm-method rownames,mdm-method rownames<-,mdm-method types types,mdm-method types<- types<-,mdm-method xold xold,mdm-method xold<- xold<-,mdm-method [,mdm-method [<-,mdm-method |
| Multivatriate hyperparameter (mhp) objects | as.mhp as.mhp,experiment-method as.mhp,mdm-method B B<- is.mhp levels levels,mhp-method levels<-,mhp-method M M<- mhp mhp-class names names,mhp-method names<-,mhp-method print.mhpSummary summary summary,mhp-method types,mhp-method types<-,mhp-method |
| Toy datasets | mtoys toy_B toy_beta toy_d toy_d2 toy_expt toy_LoF toy_M toy_mhp toy_mm toy_mm2 toy_mm3 toy_mm4 toy_point |
| The multivariate emulator | multem |
| Create observations | obs_maker |
| Optimization of the hyperparameters | optimal_B optimal_diag_M optimal_identical_B optimal_M optimal_params |
| Methods for printing mhp and mdm objects | print.mdm print.mhp show,mdm-method show,mhp-method |
| Function to plot the McNeall dataset | showmap |
| Overall variance matrix | ss ss_matrix ss_matrix_simple |
| Make a toy mm object | toy_mm_maker |
