At this time of the year, it is probably due to too high the humidity inside the house. Be sure to turn on your bathroom fan when you shower. There is a chart that shows what the optimal humidity should be in relation to the outside temperature. I'll try to find it for you.
When moisture/ice starts to show in winter when the outside temp is below zero, it usually an indication that the window has lost its seal.