Other packages > Find by keyword >

leapgp  

Localized Ensemble of Approximate Gaussian Processes
View on CRAN: Click here


Download and install leapgp package within the R console
Install from CRAN:
install.packages("leapgp")

Install from Github:
library("remotes")
install_github("cran/leapgp")

Install by package version:
library("remotes")
install_version("leapgp", "1.0.0")



Attach the package and use:
library("leapgp")
Maintained by
Kellin Rumsey
[Scholar Profile | Author Map]
First Published: 2024-08-01
Latest Update: 2024-08-01
Description:
An emulator designed for rapid sequential emulation (e.g., Markov chain Monte Carlo applications). Works via extension of the 'laGP' approach by Gramacy and Apley (2015 <doi:10.1080/10618600.2014.914442>). Details are given in Rumsey et al. (2023 <doi:10.1002/sta4.576>).
How to cite:
Kellin Rumsey (2024). leapgp: Localized Ensemble of Approximate Gaussian Processes. R package version 1.0.0, https://cran.r-project.org/web/packages/leapgp. Accessed 05 Apr. 2025.
Previous versions and publish date:
No previous versions
Other packages that cited leapgp R package
View leapgp citation profile
Other R packages that leapgp depends, imports, suggests or enhances
Complete documentation for leapgp
Functions, R codes and Examples using the leapgp R package
Full leapgp package functions and examples
Downloads during the last 30 days
03/0603/0703/0803/0903/1003/1103/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/2703/2803/2903/3003/3104/0104/0204/03Downloads for leapgp0246810121416TrendBars

Today's Hot Picks in Authors and Packages

IGST  
Informative Gene Selection Tool
Mining informative genes with certain biological meanings are important for clinical diagnosis of di ...
Download / Learn more Package Citations See dependency  
gllvm  
Generalized Linear Latent Variable Models
Analysis of multivariate data using generalized linear latent variable models (gllvm). Estimation i ...
Download / Learn more Package Citations See dependency  
leapp  
Latent Effect Adjustment After Primary Projection
These functions take a gene expression value matrix, a primary covariate vector, an additional know ...
Download / Learn more Package Citations See dependency  
TrendInTrend  
Odds Ratio Estimation and Power Calculation for the Trend in Trend Model
Estimation of causal odds ratio and power calculation given trends in exposure prevalenceand outcome ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
whitestrap  
White Test and Bootstrapped White Test for Heteroskedasticity
Formal implementation of White test of heteroskedasticity and a bootstrapped version of it, develope ...
Download / Learn more Package Citations See dependency  

23,990

R Packages

207,311

Dependencies

64,809

Author Associations

23,991

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA