Can employees fire their boss?

I have the worst boss ever but I have great co-workers. We enjoy working together, but our boss just drives us crazy. He always takes obviously wrong decisions and doesn’t want to listen any of our advices. Of course most of the time he’s not in the office and we do the business in the way we believe is right. But when he shows up is a disaster. He ruins all of our ideas and efforts, creates one big mess and leaves again. We don’t want him to be our boss, but he owns the company. Is there a way we can fire him, in case we all don’t want him there, no exceptions.