My outcome variable is ordinal in nature (1.e. score- high, moderate, mild and low). I have about 15 independent variables that are either continuous, binary or ordinal in nature. I utilized Mantel Hanzel for binary variables X ordinal response, Logistic model for ordinal variables X ordinal response for those whose proportional odds criterion was satisfied and Glogit for ordinal variables X ordinal response for those whose proportional odds criterion WASNT satisfied and Glogit for Continuous variable X ordinal response. I got Values for OR and p-value for the variables as mentioned above. Are there any other procedures that 1 Are there any other procedures that I can utilize for Ordinal Dependent Variable? 2 I reported the ORs for these values. Now I have to choose all the variables that are significant. That should be done on the basis of CI of the OR estimates or the p-value? 3 After choosing the variables that are significant, which procedure can be used to check for multivariable analysis? Will Proc Logistic will be helpful to analyze several independent variables with ordinal response variable?
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