Alright I just tested it out. These coins were just some I had lying around the house. It would probably be much more accurate if I could get my hands on circulated coins and all from the same year.
Pennies: 2.50, 2.50, 2.47, 2.51, 2.51, 2.49, 2.53
Mean: 2.501
SD: 0.017
Nickels: 5.02, 5.06, 4.99, 4.99, 4.99, 4.94, 4.97
Mean: 4.994
SD: 0.035
Dimes: 2.31, 2.30, 2.25, 2.24, 2.25, 2.25, 2.25
Mean: 2.264
SD: 0.126
Quarters: 5.54, 5.30, 5.57, 5.60, 5.65, 5.73, 5.70
Mean: 5.584
SD: 0.132