The statement that best summarizes how the Roman Empire formed is:
"The Roman Empire formed when Octavian defeated Antony at the Battle of Actium, making Octavian the first emperor of Rome."
This event in 31 BCE marked a significant turning point in Roman history, leading to the establishment of the Roman Empire with Octavian, later known as Augustus, as its first emperor.