R package citation, R package reverse dependencies, R package scholars, install an r package from GitHub hy is package acceptance pending why is package undeliverable amazon why is package on hold dhl tour packages why in r package r and r package full form why is r free why r is bad which r package to install which r package has which r package which r package version which r package readxl which r package ggplot which r package fread which r package license where is package.json where is package-lock.json where is package.swift where is package explorer in eclipse where is package where is package manager unity where is package installer android where is package manager console in visual studio who r package which r package to install which r package version who is package who is package deal who is package design r and r package full form r and r package meaning what r package has what package r what is package in java what is package what is package-lock.json what is package in python what is package.json what is package installer do r package can't install r packages r can't find package r can't load package can't load xlsx package r can't install psych package r can't install sf package r Write if else in NONMEM pk pd
VeccTMVN
View on CRAN: Click
here
Download and install VeccTMVN package within the R console
Install from CRAN:
install.packages("VeccTMVN")
Install from Github:
library("remotes")
install_github("cran/VeccTMVN")
Install by package version:
library("remotes")
install_version("VeccTMVN", "1.0.0")
Attach the package and use:
library("VeccTMVN")
Maintained by
Jian Cao
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-01-26
Latest Update: 2024-01-26
Description:
Under a different representation of the multivariate normal (MVN) probability, we can use the Vecchia approximation to sample the integrand at a linear complexity with respect to n. Additionally, both the SOV algorithm from Genz (92) and the exponential-tilting method from Botev (2017) can be adapted to linear complexity. The reference for the method implemented in this package is Jian Cao and Matthias Katzfuss (2024) "Linear-Cost Vecchia Approximation of Multivariate Normal Probabilities" <doi:10.48550/arXiv.2311.09426>. Two major references for the development of our method are Alan Genz (1992) "Numerical Computation of Multivariate Normal Probabilities" <doi:10.1080/10618600.1992.10477010> and Z. I. Botev (2017) "The Normal Law Under Linear Restrictions: Simulation and Estimation via Minimax Tilting" <doi:10.48550/arXiv.1603.04166>.
How to cite:
Jian Cao (2024). VeccTMVN: Multivariate Normal Probabilities using Vecchia Approximation. R package version 1.0.0, https://cran.r-project.org/web/packages/VeccTMVN
Previous versions and publish date:
No previous versions
Other packages that cited VeccTMVN R package
View VeccTMVN citation profile
Other R packages that VeccTMVN depends,
imports, suggests or enhances
Functions, R codes and Examples using
the VeccTMVN R package
Full VeccTMVN 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
highMLR
Perform high dimensional Feature Selection in the presence of survival outcome.
Based on Feature Se ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Atanu Bhattacharjee (view profile)
risksetROC
Compute time-dependent Incident/dynamic accuracy measures
(ROC curve, AUC, integrated AUC )from cen ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Paramita Saha-Chaudhuri (view profile)
proftools
Tools for examining Rprof profile output. ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Luke Tierney (view profile)
tpr
Regression models for temporal process responses with time-varying coefficient. ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Jun Yan (view profile)
quickcode
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
Download / Learn more Package Citations See dependency
Maintainer: Obinna Obianom (view profile)
ContRespPP
A Bayesian approach to using
predictive probability in an ANOVA construct with a continuous normal ...
Download / Learn more Package Citations See dependency
Download / Learn more Package Citations See dependency
Maintainer: Victoria Sieck (view profile)
22,299
R Packages
189,944
Dependencies
55,238
Author Associations
22,300
Publication Badges
© Copyright 2022 - present. All right reserved, rpkg.net. Contact Us / Suggestions / Concerns