pscData

This function ensures the data are supplied in a structure which allows for
estimation. This is performed by re-fitting the original CFM with the DC and
extracting the appropriate structures. Data are returned in terms of "Y" for
model outcomes, "X" for data and "Z" for random effects where mixed models
are supplied.

Allows the comparison of data cohorts (DC) against a Counter
Factual Model (CFM) and measures the difference in terms of an efficacy
parameter.  Allows the application of Personalised Synthetic Controls.

Richard Jackson

Personalised Synthetic Controls

pscData function

<dl><dt>CFM</dt>
<dd>a Counter Factual Model</dd>
<dt>DC</dt>
<dd>a Data Cohort object</dd>
<dt>id</dt>
<dd>to be specified for subgroup analysis. Defaults to NULL</dd>
<dt>trt</dt>
<dd>to be specified for multiple treatment comparisons. Defaults to
NULL</dd></dl>

Arguments

A function which structures the Data Cohort in a format for model estimation — pscData

<dl>

<dt>CFM</dt>
<dd>a Counter Factual Model</dd>


<dt>DC</dt>
<dd>a Data Cohort object</dd>


<dt>id</dt>
<dd>to be specified for subgroup analysis. Defaults to NULL</dd>


<dt>trt</dt>
<dd>to be specified for multiple treatment comparisons. Defaults to
NULL</dd>

</dl>

pscData: A function which structures the Data Cohort in a format for model estimation

Description

Usage

Value

Arguments

Examples