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  • $\begingroup$ Thank you for pointing the error. Should I concern the collinearity introduced by all my variables (around 100)? My first thought for 3 models is because answering the treatment effect is the most important task and finding the age group that's more prone to be cured. If I formulate just one model, should I concern about the correlation between variables? Or is there a way to avoid the impact of correlation and guarantee correct analysis on single variable? $\endgroup$ Commented Jan 16, 2022 at 13:49