I have been using 'exact matching' in R to match my treatment group with a control group. My treatment group has 535 cases and the control group has 1892. I would like both groups to be equal and I thought I could achieve this by writing ratio 1. However, the control group has 200 more cases than the controls.
Here is my code:
library(MatchIt)
m.out <- matchit(BA ~ age + gender + income, data=Book2, method="exact", ratio=1)
summary(m.out)
Here is the output:
Sample sizes:
Control Treated
All 1892 535
Matched 637 466
Discarded 1255 69
Please advise me on how I can get both groups to have 466 cases.