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mccombsj4
Calcite | Level 5

Hello,

 

I am trying to replicate the analysis done in this paper, Table 2 and Table 3.

 

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5332180/pdf/EHP27.pdf

 

They did an ANOVA of geometric means. I can generate geometric means using proc surveymeans and I'm familiar with proc anova, but I have not done an ANOVA of geometric means. Can anyone point me in the right direction.

 

Thanks you,

James

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PGStats
Opal | Level 21

Usually it means doing an ANOVA on log-transformed dependent variables. Exp(mean(log(x))) = geomean(x). Thus, if you exponentiate the estimated means on the log scale, you get the geometric means.

PG

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PGStats
Opal | Level 21

Usually it means doing an ANOVA on log-transformed dependent variables. Exp(mean(log(x))) = geomean(x). Thus, if you exponentiate the estimated means on the log scale, you get the geometric means.

PG
mccombsj4
Calcite | Level 5

Do you know the sas code to do this?

pau13rown
Lapis Lazuli | Level 10

this blog post from dr deng is likely helpful: http://onbiostatistics.blogspot.com/2014/03/analysis-of-2x2x2-crossover-design-data.html

 

also, see the appendix at this link to understand how it is related to percent change: https://www.cscu.cornell.edu/news/statnews/stnews83.pdf

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