CRAN/E | historicalborrowlong

historicalborrowlong

Longitudinal Bayesian Historical Borrowing Models

Installation

About

Historical borrowing in clinical trials can improve precision and operating characteristics. This package supports a longitudinal hierarchical model to borrow historical control data from other studies to better characterize the control response of the current study. It also quantifies the amount of borrowing through longitudinal benchmark models (independent and pooled). The hierarchical model approach to historical borrowing is discussed by Viele et al. (2013) doi:10.1002/pst.1589.

wlandau.github.io/historicalborrowlong/
github.com/wlandau/historicalborrowlong
System requirements GNU make
Bug report File report

Key Metrics

Version 0.0.7
R ≥ 4.0.0
Published 2023-09-11 233 days ago
Needs compilation? yes
License MIT
License File
CRAN checks historicalborrowlong results
Language en-US

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Maintainer

Maintainer

William Michael Landau

will.landau@gmail.com

Authors

William Michael Landau

aut / cre

Albert Man

rev

Eli Lilly
Company

cph

Material

README
NEWS
Reference manual
Package source

Vignettes

Methods

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

historicalborrowlong archive

Depends

R ≥ 4.0.0

Imports

clustermq
dplyr
ggplot2
MASS
Matrix
methods
posterior
Rcpp
RcppParallel
rlang
rstan ≥ 2.26.0
rstantools
stats
tibble
tidyr
tidyselect
trialr
utils
withr
zoo

Suggests

knitr
markdown
rmarkdown
testthat ≥ 3.0.0

LinkingTo

BH
Rcpp
RcppEigen
RcppParallel
rstan ≥ 2.26.0
StanHeaders ≥ 2.26.0