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Patricio Troncoso Profile picture
Patricio Troncoso
@p_tronc
Social Statistician researching children's outcomes and experiences: e.g. attainment, social care, mental health and behaviour @ISPHERE_HWU @SCADR_data
Aug 23, 2021 • 7 tweets • 3 min read
What to do when you're analysing data arising from a Randomised Controllled Trial (RCT) and you have noncompliance in the treatment group?
A thread on Complier Average Causal Effect (CACE) modeling... /1
#Stata #RCT #CACE #gsem In RCTs, we compare the outcome in the treatment and the control group. When everyone in the treatment receives the treatment in full or (comply), trial arm assignment is enough to estimate the effect of the intervention. We call this "intention-to-treat" (ITT). /2