In the scene where Roger and Anita are in the park, Roger puts his hat down on the bench. Later, when the dogs get both of them into the pond, Roger comes out of the water with his dripping hat on his head. I've seen this movie multiple times, and I have never been able to convince myself that this is anything but a slip-up.