Why was the stegosaurus or 'roofed lizard' so called?

When Othniel Charles Marsh discovered Stegosaurus in 1877, he believed that the plates laid on Stegosaurus's sides like the shingles on a roof. That is why he called it Stegosaurus, meaning "roof lizard" in Greek. Now we know that the plates stood up vertically.