I agree with your comment and this part especially:

However, the same thought process doesn't occur on winning; people aren't inclined to analyze their successes in the say way that they analyze their failures, even if they are both random events.

Very true. I see a lot of behavior that matches this. This would be an excellent source of the complaint if it happened after they lost. My friends complained before they even picked up their cards.