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

In psc: Personalised Synthetic Controls

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

Description

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.

Usage

pscData(CFM, DC, id = NULL, trt = NULL)

Arguments

CFM	a Counter Factual Model
DC	a Data Cohort object
id	to be specified for subgroup analysis. Defaults to NULL
trt	to be specified for multiple treatment comparisons. Defaults to NULL

Value

A set of structures for use with estimation procedures

Examples

e4_data <- psc::e4_data
gemCFM <- psc::gemCFM
pscOb <- pscData(gemCFM,e4_data)

psc documentation built on June 8, 2026, 5:06 p.m.