Plexiglass is a plastic. It’s common for plastic to yellow over time.
Some brands of Plexiglass will yellow over time due to dirt and sun damage. However, the brand name PLEXIGLAS has been guaranteed to not yellow for at least 30 years due to a higher level of light transmission (source).