Why did Randy visit Ponyboy?

Because they have a mutual understanding, Ponyboy doesn't want to think his best friend is dead.

Randy came to visit Ponyboy when he was ill because they have a mutual understanding ... Ponyboy is in denial. He doesn't want to think his best friend is dead. Ponyboy says that he'd killed Bob because he doesn't want Johnny to be known as a murderer.