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pammers
Calcite | Level 5

I am new to SAS. I am struggling to interpret a model using cloglog function.

Issue 1: when I take the exp of the coefficient when it is negative, it becomes .55. I get that means X has a 55% less change of .....

But then I take the exp of a positive coefficient and I get a ridiculously large positive influence. What am I not getting? (I have only provided stump here. Am I not supposed to take the exp of the beta coefficient?

EstimatePr > ChiSq
baseline (ref)10. 0. 0. 0. 
spellnumber21.1271<.00013.08669211.15310.00073.16799851.2616<.00013.5310666771.4663<.00014.333173
spellnumber31.9147<.00016.784903021.94570.00716.99852912.0752<.00017.9661395282.5292<.000112.54347
spellnumber42.6179<.000113.70690883.10140.002322.229052.8168<.000116.723250563.2615<.000126.08864
spellnumber (ref)10. 0. 0. 0. 
sex20.14810.00051.159628850.49840.03151.64608540.216<.00011.2411023790.24890.00611.282614
sex (ref)10. 0. 0. 0. 
education10.5606<.00011.751723221.10160.00193.00897650.7236<.00012.0618424990.7273<.00012.069485
education21.2517<.00013.496281592.0141<.00017.49397981.5609<.00014.7631061121.813<.00016.128806
education (ref)00. 0. 0. 0. 
married10.4439<.00011.55877461.6139<.00015.02236030.4739<.00011.6062463540.64190.00031.900088
married00. 0. 0. 0. 
children1-0.5877<.00010.55560370.09390.83091.0984499-0.60370.00051-0.28660.260.750812
children (ref)00. 0. 0. 0. 
agegroup2-0.6833<.00010.50494791-0.8210.00060.4399914-0.8013<.00010.448745216-0.7238<.00010.484906
agegroup3-1.2909<.00010.27502315-1.8697<.00010.1541699-1.4736<.00010.229099242-1.3621<.00010.256122
agegroup (ref)10. 0. 0. 0. 
healthreason10.2153<.00011.240233910.28710.17851.33255750.3079<.00011.3605649260.32470.00021.383615
healthreason (ref)30. 0.00. 0. 

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