data_binary

sample synthetic dataset of snSMART (3 active treatment) with binary outcomes

data

Consolidated data simulation, sample size calculation and
analysis functions for several snSMART (small sample sequential,
multiple assignment, randomized trial) designs under one library. See
Wei, B., Braun, T.M., Tamura, R.N. and Kidwell, K.M. "A Bayesian
analysis of small n sequential multiple assignment randomized trials
(snSMARTs)." (2018) Statistics in medicine, 37(26), pp.3723-3732
<doi:10.1002/sim.7900>.

Michael Kleinsasser

snSMART

Small N Sequential Multiple Assignment Randomized Trial Methods

Sidi Wang

Kelley Kidwell

data_binary function

This data frame contains the following columns:<dl>
<dt>treatment_stageI</dt>
<dd>treatment received in stage 1 - possible values: 1 (placebo), 2, 3</dd><dt>response_stageI</dt>
<dd>whether patients respond to stage 1 treatment - possible values: 0 (nonresponder), 1 (responder)</dd><dt>treatment_stageII</dt>
<dd>treatment received in stage 2 - possible values: 2, 3</dd><dt>response_stageII</dt>
<dd>whether patients respond to stage 2 treatment - possible values: 0 (nonresponder), 1 (responder)</dd>
</dl>

Format

Dataset with binary outcomes — data_binary

This data frame contains the following columns:<dl>
<dt>treatment_stageI</dt>
<dd>treatment received in stage 1 - possible values: 1 (placebo), 2, 3</dd>

<dt>response_stageI</dt>
<dd>whether patients respond to stage 1 treatment - possible values: 0 (nonresponder), 1 (responder)</dd>

<dt>treatment_stageII</dt>
<dd>treatment received in stage 2 - possible values: 2, 3</dd>

<dt>response_stageII</dt>
<dd>whether patients respond to stage 2 treatment - possible values: 0 (nonresponder), 1 (responder)</dd>


</dl>

data_binary: Dataset with binary outcomes

Description

Usage

Arguments

Format

Examples