Hi Sir, sorry to bother. I really like to understand the default coding method used in the LOGISTIC procedure. SAS manual said the default one is 'Effect coding'. I used this default setting and got the results as below. Note the model has an interaction term age*use. My questions are: 1) how to interpret the coefficents of the interaction term? 2) how to calculate the coefficents for the other groups of the interaction term? Age has the other group 'M', and use has the other group 'T'. So I want to get the coefficents for age='D' & use='T', age='G' & use='T', age='O' & use='T', age='M' & use='T'. I spent a lot of time searching on the internet about 'effect coding', interaction, but cannot find any useful learning resources. Any recommendation of textbooks? Many thanks a lot for help. The LOGISTIC Procedure Analysis of Maximum Likelihood Estimates Standard Wald Parameter DF Estimate Error Chi-Square Pr > ChiSq Intercept 1 -3.5735 0.0138 66945.2041 <.0001 age D 1 -0.1990 0.0171 136.2082 <.0001 age G 1 0.0993 0.0245 16.3795 <.0001 age O 1 0.2356 0.0284 68.8867 <.0001 use B 1 0.0716 0.0162 19.6340 <.0001 use C 1 -0.4513 0.0245 338.7862 <.0001 age*use D B 1 0.00122 0.0200 0.0037 0.9514 age*use D C 1 -0.0115 0.0301 0.1474 0.7010 age*use G B 1 0.0727 0.0287 6.4342 0.0112 age*use G C 1 -0.0459 0.0444 1.0681 0.3014 age*use O B 1 -0.0953 0.0333 8.2016 0.0042 age*use O C 1 0.0834 0.0500 2.7795 0.0955
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