Missed period by two months, multiple negative hpt's, abnormal vaginal discharge, what could be wrong?

Hormonal changes. Missing periods may be due to a range of hormonal problems such as pcos, thyroid dysfunction, or others. It would be wise to see your gynecologist for some hormonal blood tests at least.