BookmarkSubscribeRSS Feed
docfermi
Calcite | Level 5

I am trying to see whether there is a significant upward or downward trend in certain infection over time.  I calculated rates/95% confidence intervals using proc genmod.  Can I use Cochran-armitage test (year vs. mean proportion) for trends?  If not, what method would be appropriate?

3 REPLIES 3
Ksharp
Super User

Does your data like Contingency Table ? If it was ,check PROC FREQ + TREND option.

Or try ANOVA via PROC GLM .

docfermi
Calcite | Level 5

I got yearly rates with below:

 

proc genmod data=cdi;

 class year sex age_group / param=glm;

model cdiff= year sex age_group / type3 dist=poisson link=log offset=log_discharge;

estimate "rate: year=2003" intercept 1 year 1 0 0 0 0 /e

.........;run;

 

I would appreciate sas codes or references for trend analyses.

Ksharp
Super User

Since all your independent variables are CLASS variables, then your data indeed like a contingency table.

Check PROC FREQ + TEAND option. there is an example of it in PROC FREQ's documentation.

sas-innovate-2024.png

Don't miss out on SAS Innovate - Register now for the FREE Livestream!

Can't make it to Vegas? No problem! Watch our general sessions LIVE or on-demand starting April 17th. Hear from SAS execs, best-selling author Adam Grant, Hot Ones host Sean Evans, top tech journalist Kara Swisher, AI expert Cassie Kozyrkov, and the mind-blowing dance crew iLuminate! Plus, get access to over 20 breakout sessions.

 

Register now!

What is Bayesian Analysis?

Learn the difference between classical and Bayesian statistical approaches and see a few PROC examples to perform Bayesian analysis in this video.

Find more tutorials on the SAS Users YouTube channel.

Click image to register for webinarClick image to register for webinar

Classroom Training Available!

Select SAS Training centers are offering in-person courses. View upcoming courses for:

View all other training opportunities.

Discussion stats
  • 3 replies
  • 798 views
  • 0 likes
  • 2 in conversation