Two_squirrels: Boyle's law states: Density = (MP)/(RT)
So, density is inversely proportional to T. Hence, reduced temperature (keeping other variables constant) = increased density.
The reason for reduced density at higher altitudes is much reduced atmospheric pressure and vice-versa.