I'll yell but that's rare. It's more of a 'blow off steam' mechanism that seems to work for me. Gets all the negative energy out and hopefully reboots my golf game.
I don't throw anything but I curse myself quite a bit. The worst I have done was hit a railroad tie with a hybrid promptly snapping it. I snapped it on purpose and don't miss it a bit.