CRAN/E | historicalborrow

historicalborrow

Non-Longitudinal Bayesian Historical Borrowing Models

Installation

About

Historical borrowing in clinical trials can improve precision and operating characteristics. This package supports a hierarchical model and a mixture 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 benchmark models (independent and pooled). Some of the methods are discussed by Viele et al. (2013) doi:10.1002/pst.1589.

wlandau.github.io/historicalborrow/
github.com/wlandau/historicalborrow
Bug report File report

Key Metrics

Version 1.0.4
R ≥ 3.5.0
Published 2022-09-13 592 days ago
Needs compilation? no
License MIT
License File
CRAN checks historicalborrow 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
Reference manual
Package source

Vignettes

Methods
Usage

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-develnot available

x86_64

r-releasenot available

x86_64

r-oldrelnot available

x86_64

Depends

R ≥ 3.5.0

Imports

dplyr
ggplot2
Matrix
posterior
rjags
rlang
stats
tibble
tidyr
tidyselect
utils

Suggests

knitr
markdown
rmarkdown
testthat ≥ 3.0.0