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DESCRIPTION
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Package: decider
Title: Decision making in multiple-arm oncology dose escalation trials with logistic regression
Version: 0.0.0.9012
Authors@R:
c(person(given = "Lukas",
family = "Schroeter",
role = c("aut", "cre"),
email = "lukas.schroeter@boehringer-ingelheim.com")
,person(given = "Daniela",
family = "Maier",
role = c("ctb"),
email = "daniela_2.maier@boehringer-ingelheim.com")
,person(given = "Boehringer Ingelheim",
family = "Pharma GmbH & Co. KG",
role = c("cph", "fnd")))
Description: Provides functions that allow to compute posterior distributions of
Bayesian logistic regression models (BLRMs) for monotherapy and combination
therapy dose-finding trials with one or more arms, summarizing them via dosing
intervals, and simulating such trial designs. Data scenarios can be evaluated
and trial simulations can be conducted for multiple variants of the BLRM. Functions are provided to aid
designing BLRM-based dose finding for concurrent monotherapy and combination
therapy trials following (Neuenschwander et al. (2008) <doi:10.1002/sim.3230>),
(Neuenschwander et al. (2014) <doi:10.1201/b17965>). The main implemented model is
the hierarchical BLRM for monotherapy and combination therapy (Neuenschwander et al. (2016)
<doi:10.1080/19466315.2016.1174149>), and a variant with an additional binary
covariate. All Bayesian models are evaluated using the 'Stan' modeling language
via the package 'rstan', refer to Stan Development Team (2020) <https://mc-stan.org>.
License: Apache License (>= 2)
Encoding: UTF-8
LazyData: true
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.1.2
Biarch: true
Depends:
R (>= 3.4.0)
Imports:
methods,
stats,
grDevices,
parallel,
foreach,
doParallel,
openxlsx,
gridExtra,
scales,
ggplot2,
openssl,
flock,
doRNG,
Rcpp (>= 0.12.0),
RcppParallel (>= 5.0.1),
rstan (>= 2.18.1),
rstantools (>= 2.1.1),
lifecycle
LinkingTo:
BH (>= 1.66.0),
Rcpp (>= 0.12.0),
RcppEigen (>= 0.3.3.3.0),
RcppParallel (>= 5.0.1),
rstan (>= 2.18.1),
StanHeaders (>= 2.18.0)
SystemRequirements: GNU make
Suggests:
rmarkdown,
knitr,
testthat (>= 3.0.0)
VignetteBuilder: knitr
Config/testthat/edition: 3
URL: https://Boehringer-Ingelheim.github.io/decider/