Positive then negative? Help!

Chelsea
Has anyone ever had postives then started to get negative tests? Does this mean I had a chemical pregnancy? Am I out or should I keep testing? I'm 15 DPO today. I have had three positives. Took one this morning just so I could stare at it and nothing? What would you do if this was you?