Dear Help Community, I'm trying to understand how to interpret my estimates in the table below. I'm using GENMOD with a NEGBIN model and log link function. Are my estimates transformed, and are they log10 or natural log transformed? How can I get my response variable back to my original unit? FYI, the response is colony forming units of bacteria. proc genmod data=liver; class Sex Diet; model CFU=Sex|Diet/ Link=log Dist=NEGBIN type1 type3; LSmeans Sex|Diet/Lines; run; Diet Least Squares Means Diet Estimate Standard Error z Value Pr > |z| A 6.8394 0.01524 448.84 <.0001 B 9.7593 0.002296 4249.98 <.0001 C 8.5384 0.02500 341.52 <.0001 D 8.4607 0.003765 2247.04 <.0001 E 14.9283 0.000149 100409 <.0001
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