Does exact match domain affect the SEO for a micro niche site?

Yes. I have literally hundreds of them, many of which rank easily with just one page, zero inbound links. (Making thousands a month off these 'parked' EMDs.) Definitely no guarantee, and highly affected by competition level of keyword. Those saying 'no' either don't use them or haven't tested it themselves.