simulations_collection

This object can be cast to a tibble with <code>as_tibble</code> to generate useful
pairwise comparisons of the probability of recommending each dose for each
pair of designs investigated. See
<code>as_tibble.simulations_collection</code> for a description.

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.

Kristian Brock

escalation

A Modular Approach to Dose-Finding Clinical Trials

Daniel Slade

Michael Sweeting

Conor Norris

Bharat Bhushan

simulations_collection function

<dl><dt>sim_map</dt>
<dd>list, character -&gt; <code>simulations</code> object</dd></dl>

Arguments

Make an instance of type simulations_collection — simulations_collection

<dl>

<dt>sim_map</dt>
<dd>list, character -&gt; <code>simulations</code> object</dd>

</dl>

simulations_collection: Make an instance of type `simulations_collection`

Description

Usage

Value

Arguments

References