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FSHN
Fluorite | Level 6

 

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

 

2 REPLIES 2
SteveDenham
Jade | Level 19

The estimates are on the natural log scale. To get values on the original scale, use the ILINK option in the LSMEANS statement.

 

Steve Denham

FSHN
Fluorite | Level 6

Steve,

 

Perfecto! Thanks for the natural log confimation and ILINK trick.

 

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