Other packages > Find by keyword >

DGP4LCF  

Dependent Gaussian Processes for Longitudinal Correlated Factors
View on CRAN: Click here


Download and install DGP4LCF package within the R console
Install from CRAN:
install.packages("DGP4LCF")

Install from Github:
library("remotes")
install_github("cran/DGP4LCF")

Install by package version:
library("remotes")
install_version("DGP4LCF", "1.0.0")



Attach the package and use:
library("DGP4LCF")
Maintained by
Jiachen Cai
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-05-28
Latest Update: 2024-05-28
Description:
Functionalities for analyzing high-dimensional and longitudinal biomarker data to facilitate precision medicine, using a joint model of Bayesian sparse factor analysis and dependent Gaussian processes. This paper illustrates the method in detail: J Cai, RJB Goudie, C Starr, BDM Tom (2023) <doi:10.48550/arXiv.2307.02781>.
How to cite:
Jiachen Cai (2024). DGP4LCF: Dependent Gaussian Processes for Longitudinal Correlated Factors. R package version 1.0.0, https://cran.r-project.org/web/packages/DGP4LCF. Accessed 22 Dec. 2024.
Previous versions and publish date:
No previous versions
Other packages that cited DGP4LCF R package
View DGP4LCF citation profile
Other R packages that DGP4LCF depends, imports, suggests or enhances
Complete documentation for DGP4LCF
Functions, R codes and Examples using the DGP4LCF R package
Full DGP4LCF package functions and examples
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

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  
Rfast2  
A Collection of Efficient and Extremely Fast R Functions II
A collection of fast statistical and utility functions for data analysis. Functions for regression, ...
Download / Learn more Package Citations See dependency  
elect  
Estimation of Life Expectancies Using Multi-State Models
Functions to compute state-specific and marginal life expectancies. The computation is based on a fi ...
Download / Learn more Package Citations See dependency  
tropAlgebra  
Tropical Algebraic Functions
It includes functions like tropical addition, tropical multiplication for vectors and matrices. In t ...
Download / Learn more Package Citations See dependency  
dmlalg  
Double Machine Learning Algorithms
Implementation of double machine learning (DML) algorithms in R, based on Emmenegger and Buehlmann ...
Download / Learn more Package Citations See dependency  
wordspace  
Distributional Semantic Models in R
An interactive laboratory for research on distributional semantic models ('DSM', see < ...
Download / Learn more Package Citations See dependency  

23,394

R Packages

201,798

Dependencies

63,416

Author Associations

23,395

Publication Badges

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