Its on every event edit page.
The option is in the right column called: “Event Options.”
Then it appears as a checkbox called: “Hide From Upcoming Events List”
Anthony: thanks for confirming. That option isn’t meant for the widget; it is the upcoming events list (the option you can switch to from calendar as your default events view).