Post Hoc - also called post hoc ergo proctor hoc, Latin for 'after the fact, therefore because of the fact' - occurs when a temporal relation between two events is assumed to prove that the first one caused the second one.
"Bill was running the day before he had a heart attack. Running must have killed him."
"Bill had a vaccination shot the day before he showed autism symptoms. Vaccination must cause autism."