I have a dataset with outcome Intubation (Yes/No).
I have some variables available in the dataset- age, ethnicity, symtoms at presentation like fever, headache, chest pain etc and laboratory values like AST, ALT etc.
I would like to calculate a composite score using those variable to predict Intubation.
Please let me know if there is a good resource available to learn how to do this.
Well, that's a very broad question, and there are probably hundreds of ways to compute composite scores. Can you provide any more guidance on what you want?
I'll mention two methods: Partial Least Squares regression (PROC PLS); and logistic regression (PROC LOGISTIC).
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.