Other packages > Find by keyword >

funGp  

Gaussian Process Models for Scalar and Functional Inputs
View on CRAN: Click here


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

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

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



Attach the package and use:
library("funGp")
Maintained by
Jose Betancourt
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-04-22
Latest Update: 2024-05-10
Description:
Construction and smart selection of Gaussian process models for analysis of computer experiments with emphasis on treatment of functional inputs that are regularly sampled. This package offers: (i) flexible modeling of functional-input regression problems through the fairly general Gaussian process model; (ii) built-in dimension reduction for functional inputs; (iii) heuristic optimization of the structural parameters of the model (e.g., active inputs, kernel function, type of distance). Metamodeling background is provided in Betancourt et al. (2020) . The algorithm for structural parameter optimization is described in .
How to cite:
Jose Betancourt (2020). funGp: Gaussian Process Models for Scalar and Functional Inputs. R package version 1.0.0, https://cran.r-project.org/web/packages/funGp. Accessed 25 Jun. 2026.
Previous versions and publish date:
0.1.0 (2020-04-22 19:24), 0.2.0 (2020-11-17 10:10), 0.2.1 (2020-11-24 06:30), 0.2.2 (2021-07-22 10:40), 0.3.0 (2022-05-30 13:20), 0.3.1 (2023-01-22 01:40), 0.3.2 (2023-04-25 09:40)
Other packages that cited funGp R package
View funGp citation profile
Other R packages that funGp depends, imports, suggests or enhances
Complete documentation for funGp
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
foster  
Forest Structure Extrapolation with R
Set of tools to streamline the modeling of the relationship betweensatellite imagery time series or ...
Download / Learn more Package Citations See dependency  
sitmo  
Parallel Pseudo Random Number Generator (PPRNG) 'sitmo' Header Files
Provided within are two high quality and fast PPRNGs that may be used in an 'OpenMP' parallel enviro ...
Download / Learn more Package Citations See dependency  
airGRiwrm  
'airGR' Integrated Water Resource Management
Semi-distributed Precipitation-Runoff Modelling based on 'airGR' package models integrating human i ...
Download / Learn more Package Citations See dependency  
edeaR  
Exploratory and Descriptive Event-Based Data Analysis
Exploratory and descriptive analysis of event based data. Provides methods for describing and select ...
Download / Learn more Package Citations See dependency  

27,535

R Packages

236,180

Dependencies

73,223

Author Associations

27,536

Publication Badges

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