In effect, Snow
convincingly showed that his observational study virtually rep- licated a randomized study, because the treatment and control groups had similar characteristics. This randomization enabled him to rule out other factors, so he could safely conclude that the substantially higher number of cholera victims in houses receiving the contaminated water was due to the sewage.