Chances of pregnancy after miscarriage?

I had a missed misscarriage 2 months back. I had my period last month but I am 3 days late for period this month. I did the pregnancy test yesterday and it came positive. Is it actually pregnancy or can this be false positive because of miscarriage 2 months back? Anyone experienced this before ?