HierarchicalSimulationsSummary-class

.HierarchicalSimulationsSummary

HierarchicalSimulationsSummary

.DefaultHierarchicalSimulationsSummary

<a href="https://lifecycle.r-lib.org/articles/stages.html#experimental"><img src="figures/lifecycle-experimental.svg?package=crmPack&version=2.2.1" alt="[Experimental]"></a>
This class captures arm-specific summaries from <code>HierarchicalSimulations</code>
objects.

Implements a wide range of dose escalation
designs. The focus is on model-based designs, ranging from classical and
modern continual reassessment methods (CRMs) based on dose-limiting toxicity
endpoints to dual-endpoint designs taking into account a biomarker/efficacy
outcome. Bayesian inference is performed via MCMC sampling in JAGS, and it is easy
to setup a new design with custom JAGS code. However, it is also possible to
implement 3+3 designs for comparison or models with non-Bayesian estimation.
The whole package is written in a modular form in the S4 class system, making it
very flexible for adaptation to new models, escalation or stopping rules.
Further details are presented in
Sabanés Bové et al. (2019) <doi:10.18637/jss.v089.i10>.

Daniel Sabanes Bove

crmPack

Object-Oriented Implementation of Dose Escalation Designs

Daniel Sabanés Bové

Wai Yin Yeung

Burak Kuersad Guenhan

Giuseppe Palermo

Thomas Jaki

Jiawen Zhu

Ziwei Liao

Dimitris Kontos

Marlene Schulte-Goebel

Doug Kelkhoff

Oliver Boix

Robert Adams

Clara Beck

John Kirkpatrick

Wojciech Wójciak

Guanya Peng

Prerana Chandratre

F. Hoffmann-La Roche AG 

Merck Healthcare KGaA 

Bayer AG 

RPACT GmbH 

HierarchicalSimulationsSummary-class function

<dl>
<dt><code>arms</code></dt>
<dd>(<code>list</code>) named list of arm-level simulation summary objects.</dd></dl>
<dt><code>nsim</code></dt>
<dd>(<code>integer</code>) number of simulations.</dd>

Slots

<a href='https://lifecycle.r-lib.org/articles/stages.html#experimental'><img src='figures/lifecycle-experimental.svg' alt='[Experimental]' /></a>
This class captures arm-specific summaries from <code>HierarchicalSimulations</code>
objects.

HierarchicalSimulationsSummary — HierarchicalSimulationsSummary-class

<dl>
<dt><code>arms</code></dt>
<dd>(<code>list</code>) named list of arm-level simulation summary objects.</dd>


<dt><code>nsim</code></dt>
<dd>(<code>integer</code>) number of simulations.</dd>


</dl>

<code>HierarchicalSimulationsSummary</code>

HierarchicalSimulationsSummary-class: `HierarchicalSimulationsSummary`

Description

Usage

Arguments

Slots