Astronomy is a physical science but it is definitely a pseudoscience, psychology and sociology are social sciences like economics.
Astronomy is PURE science. In fact, copious amount of mathematics is used in astronomy making it one of the hardest of the sciences. I think you're confusing astronomy to astrology.