https://communities.sas.com/t5/Statistical-Procedures/Repeated-input-measures-categorical-outcome/m-p/867615#M42891 <P>Most likely either PROC GLIMMIX or PROC GEE. Use GLIMMIX if you want to fit a subject-specific, random effects logistic model for making inferences or predictions at the individual level. Use GEE to fit a population-averaged, generalized estimating equations logistic model for making inferences at the population level. Yet another possibility is a conditional logistic model using stratification available in PROC LOGISTIC (also a subject-specific model). You can find examples of all in the respective procedure documentation.</P> Sat, 01 Apr 2023 16:47:15 GMT StatDave 2023-04-01T16:47:15Z https://communities.sas.com/t5/Statistical-Procedures/Repeated-input-measures-categorical-outcome/m-p/867599#M42890 <P>I am looking to do an exposure response analysis. &nbsp;The drug exposure readings are collected at weeks 0, 5, 10, 15, 20, 25, 30. &nbsp;I want to relate this to binary outcomes (eg cardiovascular event yes_no). &nbsp;What would be the best way to analyse this - proc glimmix? &nbsp;Any help greatly appreciated.</P> Sat, 01 Apr 2023 02:24:16 GMT https://communities.sas.com/t5/Statistical-Procedures/Repeated-input-measures-categorical-outcome/m-p/867599#M42890 Novice_user 2023-04-01T02:24:16Z https://communities.sas.com/t5/Statistical-Procedures/Repeated-input-measures-categorical-outcome/m-p/867615#M42891 <P>Most likely either PROC GLIMMIX or PROC GEE. Use GLIMMIX if you want to fit a subject-specific, random effects logistic model for making inferences or predictions at the individual level. Use GEE to fit a population-averaged, generalized estimating equations logistic model for making inferences at the population level. Yet another possibility is a conditional logistic model using stratification available in PROC LOGISTIC (also a subject-specific model). You can find examples of all in the respective procedure documentation.</P> Sat, 01 Apr 2023 16:47:15 GMT https://communities.sas.com/t5/Statistical-Procedures/Repeated-input-measures-categorical-outcome/m-p/867615#M42891 StatDave 2023-04-01T16:47:15Z