2. Interrupted Time Series

# A Practitioner’s Guide To Interrupted Time Series, https://towardsdatascience.com/what-is-the-strongest-quasi-experimental-method-interrupted-time-series-period-f59fe5b00b31
#1 simulated data 
# data preparation
set.seed(1)
CaseID = rep(1:100,6)

#some intervention
Intervention = c(rep(0,300), rep(1,300))
Outcome_Variable = c(rnorm(300), abs(rnorm(300)*4))
mydata = cbind(CaseID, Intervention, Outcome_Variable)
mydata = as.data.frame(mydata)

#construct a simple OLS model
model = lm(Outcome_Variable ~ Intervention, data = mydata)
summary(model)