dummy_data

This dataset contains the dummy trial data with permute block randomization.

dataset

Performs robust estimation and inference when using covariate adjustment
and/or covariate-adaptive randomization in randomized controlled trials.
This package is trimmed to reduce the dependencies and validated to be used across industry.
See "FDA's final guidance on covariate adjustment"<https://www.regulations.gov/docket/FDA-2019-D-0934>, Tsiatis (2008) <doi:10.1002/sim.3113>,
Bugni et al. (2018) <doi:10.1080/01621459.2017.1375934>, Ye, Shao, Yi, and Zhao (2023)<doi:10.1080/01621459.2022.2049278>,
Ye, Shao, and Yi (2022)<doi:10.1093/biomet/asab015>, Rosenblum and van der Laan (2010)<doi:10.2202/1557-4679.1138>,
Wang et al. (2021)<doi:10.1080/01621459.2021.1981338>, Ye, Bannick, Yi, and Shao (2023)<doi:10.1080/24754269.2023.2205802>,
and Bannick, Shao, Liu, Du, Yi, and Ye (2024)<doi:10.48550/arXiv.2306.10213>.

Liming Li

RobinCar2

ROBust INference for Covariate Adjustment in Randomized Clinical
Trials

Marlena Bannick

Dong Xi

Ting Ye

Yanyao Yi

Gregory Chen

Gilead Sciences, Inc. 

F. Hoffmann-La Roche AG 

Merck Sharp & Dohme, Inc. 

AstraZeneca plc 

Eli Lilly and Company 

The University of Washington 

dummy_data function

A data frame with 600 rows and 7 columns:<dl>
<dt>id</dt>
<dd>The ID of the patients.</dd><dt>treatment</dt>
<dd>The treatment assignment, "pbo", "trt1" and "trt2"</dd><dt>s1</dt>
<dd>The first stratification variable, "a" and "b".</dd><dt>s2</dt>
<dd>The second stratification variable, "c" and "d".</dd><dt>covar</dt>
<dd>The covariate following normal distribution.</dd><dt>y</dt>
<dd>The continuous response.</dd><dt>y_b</dt>
<dd>The binary response.</dd>
</dl>

Format

Dummy Trial Data with Permute-Block Randomization — dummy_data

A data frame with 600 rows and 7 columns:<dl>
<dt>id</dt>
<dd>The ID of the patients.</dd>

<dt>treatment</dt>
<dd>The treatment assignment, "pbo", "trt1" and "trt2"</dd>

<dt>s1</dt>
<dd>The first stratification variable, "a" and "b".</dd>

<dt>s2</dt>
<dd>The second stratification variable, "c" and "d".</dd>

<dt>covar</dt>
<dd>The covariate following normal distribution.</dd>

<dt>y</dt>
<dd>The continuous response.</dd>

<dt>y_b</dt>
<dd>The binary response.</dd>


</dl>

Dummy Trial Data with Permute-Block Randomization

dummy_data: Dummy Trial Data with Permute-Block Randomization

Description

Usage

Arguments

Format