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outerbase
View on CRAN: Click
here
Download and install outerbase package within the R console
Install from CRAN:
install.packages("outerbase")
Install from Github:
library("remotes")
install_github("cran/outerbase")
Install by package version:
library("remotes")
install_version("outerbase", "0.1.0")
Attach the package and use:
library("outerbase")
Maintained by
Matthew Plumlee
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-06-09
Latest Update: 2022-06-09
Description:
High-dimensional regression using outer product models. Research on the methods is currently under investigation and published resources will be posted as they are available. As the method is new, the website is the best resource for understanding the principals. Some of the core ideas are based on Plumlee and coauthors' work on analysis of grid-structured experiments described in Plumlee (2014) and Plumlee, Erickson, Ankenman, Lawrence (2021) . Some additional textbooks for additional information on Gaussian processes are Rasmussen and Williams (2005) and Gramacy (2022) .
How to cite:
Matthew Plumlee (2022). outerbase: Outer Product Regression. R package version 0.1.0, https://cran.r-project.org/web/packages/outerbase. Accessed 21 Dec. 2024.
Previous versions and publish date:
0.1.0 (2022-06-09 16:10)
Other packages that cited outerbase R package
View outerbase citation profile
Other R packages that outerbase depends,
imports, suggests or enhances
Functions, R codes and Examples using
the outerbase R package
Some associated functions: BFGS_lpdf . BFGS_std . covf . covf_mat25 . covf_mat25ang . covf_mat25pow . gethyp . getpara . listcov . loglik_gauss . loglik_gda . loglik_std . logpr_gauss . lpdf-cash-optcg . lpdf-cash-optnewton . lpdf . lpdfvec . obfit . obpred . obtest_borehole3d . obtest_borehole8d . outerbase-cash-build . outerbase-cash-getbase . outerbase-cash-getmat . outerbase-cash-matmul . outerbase-cash-tmatmul . outerbase-package . outerbase . outermod-cash-getvar . outermod-cash-selectterms . outermod-cash-updatehyp . outermod . predictor . setcovfs . setknot .
Some associated R codes: RcppExports.R . fitting.R . outersupport.R . testfuncs.R . Full outerbase package functions and examples
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