topic Re: Proc Logistic Class Statement Not Using Reference Variable in Statistical Procedures

Proc Logistic Class Statement Not Using Reference Variable

MerAgSo — Fri, 07 Sep 2018 20:57:31 GMT

Hi,

So I'm running a logistic regression for a categorical outcome variable (cv) and a main exposure (sun) which is also continuous. I have several covariates which have various levels, and I'm trying to use the first level as the reference.

However, SAS keeps on using the second level as reference.

Here's the code:

PROC logistic DATA=finald descending;

CLASS site(REF=FIRST);

MODEL cv= sun age site/ clPARM=both;

run;

Thanks.

Re: Proc Logistic Class Statement Not Using Reference Variable

Reeza — Fri, 07 Sep 2018 21:06:33 GMT

Specify PARAM=REF as well, and if it persists please post a proc freq result of the variable SITE or the PROC LOGISTIC results.

@MerAgSo wrote:

Hi,

So I'm running a logistic regression for a categorical outcome variable (cv) and a main exposure (sun) which is also continuous. I have several covariates which have various levels, and I'm trying to use the first level as the reference.

However, SAS keeps on using the second level as reference.

Here's the code:

PROC logistic DATA=finald descending;

CLASS site(REF=FIRST);

MODEL cv= sun age site/ clPARM=both;

run;

Thanks.

Re: Proc Logistic Class Statement Not Using Reference Variable

ballardw — Fri, 07 Sep 2018 23:07:35 GMT

If the variable is character with numerals as values the sort order for "first" may be different than you expect.

Can you show us the values you 1) expect to be reference and 2) is actually be used as reference?

Re: Proc Logistic Class Statement Not Using Reference Variable

StatDave — Thu, 13 Sep 2018 20:59:12 GMT

It's best to explicitly specify the reference level in the REF= option. Specify the value you want as the reference in quotes - for example, REF="MyRefLevel". Quotes should be used regardless of whether the variable or it's values are numeric or character. Also, if the variable has an associated format, you must specify it's formatted value rather than it's internal, unformatted value.