If you have mold it's going to be very difficult to find, and you may have to call in a professional. Being as it is winter, another, scarier option could be carbon monoxide in your house, if you have a gas heater. 15% Carbon Monoxide in the air can cause mild headaches, and 25% severe headaches and nausea.