It currently isn't possible to have a day on the schedule "blocked off" due to closure (i.e. stat holiday).
What to Do
In this scenario, you can find success in creating an Event on the Schedule that has the Event Title set to "Closed". This way, Employees and Managers will be able to see this on their end when viewing the schedule from the web or mobile app.