No. It APPEARS larger due to the "moon illusion". This is an
optical illusion that may be caused by the process our brain uses
receive images of this sort. Such as a celestial object set against
a relative, known background. The "moon illusion" does not appear
when the moon is above the horizon, and higher overhead.