Package: multivator 1.1-11

multivator: A Multivariate Emulator

A multivariate generalization of the emulator package.

Authors:Robin K. S. Hankin [aut, cre]

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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'))

Peer review:

Bug tracker:https://github.com/robinhankin/multivator/issues

Datasets:

On CRAN:

3.62 score 21 scripts 253 downloads 58 exports 3 dependencies

Last updated 1 years agofrom:cb37db8055. Checks:OK: 1 WARNING: 6. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 14 2024
R-4.5-winWARNINGNov 14 2024
R-4.5-linuxWARNINGNov 14 2024
R-4.4-winWARNINGNov 14 2024
R-4.4-macWARNINGNov 14 2024
R-4.3-winWARNINGNov 14 2024
R-4.3-macWARNINGNov 14 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<-

Dependencies:emulatormathjaxrmvtnorm

cias

Rendered fromcias.Rnwusingutils::Sweaveon Nov 14 2024.

Last update: 2019-10-21
Started: 2019-10-21

The multivator package

Rendered frommultivator.Rnwusingutils::Sweaveon Nov 14 2024.

Last update: 2023-08-21
Started: 2019-10-21

Readme and manuals

Help Manual

Help pageTopics
A multivariate emulatormultivator-package multivator
Decompose a matrix with multiple columns of dependent variablesapart
Split an object of class 'experiment' into a list of univariate datasetsas.separate
Various intermediate expressions needed by the multivariate emulatorbetahat_mult betahat_mult_Sigma beta_hat cstar eq2.36 eq2.36_Sigma regressor var.matrix
Are two objects compatible?compatible
Default List of functionsdefault_LoF
Output from computer model e3mge3mg e3mg_LoF
Multivatriate hyperparameter (mhp) objectsas.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 tailhead head,mdm-method tail tail,mdm-method
Positive definite matricesipd
Dataset due to McNealleigenmaps landmask mcneall mcneall_pc mcneall_temps mean_temp opt_mcneall
Multivariate design matricesas.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) objectsas.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 datasetsmtoys 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 emulatormultem
Create observationsobs_maker
Optimization of the hyperparametersoptimal_B optimal_diag_M optimal_identical_B optimal_M optimal_params
Methods for printing mhp and mdm objectsprint.mdm print.mhp show,mdm-method show,mhp-method
Function to plot the McNeall datasetshowmap
Overall variance matrixss ss_matrix ss_matrix_simple
Make a toy mm objecttoy_mm_maker