Lucifer17 and Keegan1-
To add to desertfox's commentary:
According to Timoshenko, Poisson established the solution to the bending of circular plates in 1829. Timoshenko covers this issue with Woinowsky-Krieger in "Theory of Plates and Shells" published by McGraw.
Here's the trick part of desertfox's commentary: There was a subtle change between the 5th edition, "Formulas for Stress and Strain" by Roark and Young, and the 6th (as far as I'm aware, the latest) edition, "Roarks Formulas for Stress and Strain" by Young (also published by McGraw). Gotta know your author if you're searching for the book. I'd recommend getting this book over Timoshenko simply because "Roarks" covers the same stuff - in the 6th ed. chapter 10, Table 24 Case 16 (page 432) seems to apply - and then goes beyond Timoshenko.
The danger with using the formulas in Timoshenko or "Roark's" Table 24 is that they are limited to a deflection of 1/2 the plate thickness (page 391, the intro. to chapter 10). These formulas are based on the plate resisting the load through bending. This is all well and good until the plate deforms enough to start to carry the load through membrane stress which resists the load much more efficiently. So... read section 10.11 on pages 457 and 477 and use the iterative approach for your solution.
Although it's more involved, you'll find that your solution is FAR more accurate if you use the formulas which account for large deflection. Actual deflection in the center of the plate tracks test data ('course, I was looking at carbon steel at more "normal" sizes) much better. The basic formulas can overestimate deflection by a factor of 2 when the actual deflection is on the order of one plate thickness and a factor of 3 at 2t.
As a final option, you could use FEA, but you must deal with a few nonlinearities - geometric and probably material - so that could get tedious. Fortunately the problem is axisymmetric so at least the modeling should be easy.
jt