They have local elections here, but Qatar is an emirate - ruled by one family. The only way to change the rulers is to overthrow them or change the government system. Why publish anything which could make either of those a possibility?

Regarding religion - I'm not denying that it doesn't play a large role in the press censorship, but it's definitely not the only thing. Your examples are valid.