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  Yes, I think it's Alpha Dog mentality, where they want to be the one that's the dominant dog in the house. Another thing could be that if they are not fixed, and they smell that the female is in heat, they 'compete' to mate with her.
 You could also try dog training books, obedience school, or there's some online books you can buy as well.
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