I've been trying to run a GLMM analysis for hours now but SPSS does not produce results. To make sure that this problem was not caused by my own wrongdoing I tried running the IBM tutorial GLMM analysis (using the cable_survey.sav data provided by IBM). However, even with the latter data set and following the instructions from the tutorial carefully, I encounter the same problem: GLMM runs for over an hour without producing output. I use SPSS 25 on a MacBook Pro. Below is the syntax that I used, please help!
DATASET ACTIVATE DataSet1. *Generalized Linear Mixed Models. GENLINMIXED /DATA_STRUCTURE SUBJECTS=customer_id /FIELDS TARGET=service_usage TRIALS=NONE OFFSET=NONE /TARGET_OPTIONS DISTRIBUTION=MULTINOMIAL LINK=LOGIT /FIXED EFFECTS=edcat inccat reside service_type USE_INTERCEPT=TRUE /RANDOM EFFECTS=customer_id USE_INTERCEPT=FALSE SUBJECTS=customer_id COVARIANCE_TYPE=VARIANCE_COMPONENTS SOLUTION=FALSE /BUILD_OPTIONS TARGET_CATEGORY_ORDER=ASCENDING INPUTS_CATEGORY_ORDER=ASCENDING MAX_ITERATIONS=100 CONFIDENCE_LEVEL=95 DF_METHOD=RESIDUAL COVB=MODEL PCONVERGE=0.000001(ABSOLUTE) SCORING=0 SINGULAR=0.000000000001 /EMMEANS_OPTIONS SCALE=ORIGINAL PADJUST=LSD.
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