AC_IPD_contY_mixedX

This data set contains simulated patient covariate and outcome values.
Corresponds to ALD data set.

datasets

For the problem of indirect treatment comparison with limited subject-level data, this
package provides tools for model-based standardisation with several different computation approaches.
See Remiro‐Azócar A, Heath A, Baio G (2022) "Parametric G‐computation for compatible
indirect treatment comparisons with limited individual patient data",
Res. Synth. Methods, 1–31. ISSN 1759-2879, <doi:10.1002/jrsm.1565>.

Nathan Green

outstandR

Model-Based Standardisation for Indirect Treatment Comparison
with Limited Subject-Level Data

Chengyang Gao

Antonio Remiro-Azocar

AC_IPD_contY_mixedX function

<div class="section" id="y-x-x-x-trt-trt-x-x-x-">
<h3><code>y ~ X1 + X3 + X4 + trt + trt:(X2 + X3 + X4)</code></h3>
<dl>
<dt>id</dt>
<dd>Numeric unique identifier</dd></dl><dt>X1</dt>
<dd>Numeric prognostic factor continuous covariate</dd><dt>X2</dt>
<dd>Numeric prognostic factor and effect modifier binary covariate</dd><dt>X3</dt>
<dd>Numeric prognostic factor and effect modifier continuous covariate</dd><dt>X4</dt>
<dd>Numeric effect modifier binary covariate</dd><dt>trt</dt>
<dd>Factor treatment identifier. Levels A, C</dd><dt>y</dt>
<dd>Integer binary outcome</dd><dt>true_eta</dt>
<dd>Numeric linear predictor</dd>
</div>

Format

Individual-level patient data for continuous outcome, mixed covariates — AC_IPD_contY_mixedX

<div class='section' id='y-x-x-x-trt-trt-x-x-x-'>
<h3><code>y ~ X1 + X3 + X4 + trt + trt:(X2 + X3 + X4)</code></h3>


<dl>
<dt>id</dt>
<dd>Numeric unique identifier</dd>

<dt>X1</dt>
<dd>Numeric prognostic factor continuous covariate</dd>

<dt>X2</dt>
<dd>Numeric prognostic factor and effect modifier binary covariate</dd>

<dt>X3</dt>
<dd>Numeric prognostic factor and effect modifier continuous covariate</dd>

<dt>X4</dt>
<dd>Numeric effect modifier binary covariate</dd>

<dt>trt</dt>
<dd>Factor treatment identifier. Levels A, C</dd>

<dt>y</dt>
<dd>Integer binary outcome</dd>

<dt>true_eta</dt>
<dd>Numeric linear predictor</dd>


</dl>

</div>

AC_IPD_contY_mixedX: Individual-level patient data for continuous outcome, mixed covariates

Description

Usage

Arguments

Format

`y ~ X1 + X3 + X4 + trt + trt:(X2 + X3 + X4)`

References