CRAN/E | escalation

escalation

A Modular Approach to Dose-Finding Clinical Trials

Installation

About

Methods for working with dose-finding clinical trials. We provide implementations of many dose-finding clinical trial designs, including the continual reassessment method (CRM) by O'Quigley et al. (1990) doi:10.2307/2531628, the toxicity probability interval (TPI) design by Ji et al. (2007) doi:10.1177/1740774507079442, the modified TPI (mTPI) design by Ji et al. (2010) doi:10.1177/1740774510382799, the Bayesian optimal interval design (BOIN) by Liu & Yuan (2015) doi:10.1111/rssc.12089, EffTox by Thall & Cook (2004) doi:10.1111/j.0006-341X.2004.00218.x; the design of Wages & Tait (2015) doi:10.1080/10543406.2014.920873, and the 3+3 described by Korn et al. (1994) doi:10.1002/sim.4780131802. All designs are implemented with a common interface. We also offer optional additional classes to tailor the behaviour of all designs, including avoiding skipping doses, stopping after n patients have been treated at the recommended dose, stopping when a toxicity condition is met, or demanding that n patients are treated before stopping is allowed. By daisy-chaining together these classes using the pipe operator from 'magrittr', it is simple to tailor the behaviour of a dose-finding design so it behaves how the trialist wants. Having provided a flexible interface for specifying designs, we then provide functions to run simulations and calculate dose-paths for future cohorts of patients.

Key Metrics

Version 0.1.8
Published 2024-02-23 64 days ago
Needs compilation? no
License GPL (≥ 3)
CRAN checks escalation results

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Maintainer

Maintainer

Kristian Brock

kristian.brock@gmail.com

Authors

Kristian Brock

aut / cre

Daniel Slade

aut

Michael Sweeting

aut

Material

README
NEWS
Reference manual
Package source

Vignettes

Using escalation
Continual Reassessment Method
Neuenschwander, Branson & Gsponer
Toxicity Probability Interval Design
Modified Toxicity Probability Interval Design
Bayesian Optimal Interval Design
Working with dose-paths
Simulating dose-escalation trials
Comparing dose-escalation designs by simulation

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

escalation archive

Depends

magrittr

Imports

dplyr
tidyr ≥ 1.0
tidyselect
stringr
purrr
tibble
ggplot2
gtools
dfcrm
BOIN
trialr ≥ 0.1.5
DiagrammeR
RColorBrewer
viridis
binom
R6
mvtnorm

Suggests

testthat
knitr
rmarkdown
covr