Rain pants (worn over regular pants) are the way to go for bike commuting (I’d recommend some, but the Gore model I have has been discontinued), along with waterproof shoes like these. Long rain coats can sometimes get in the way when biking, plus they still leave the shins exposed to get soaked unless rain pants are added. That said, long rain coats are great for walking in the rain.