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  • trying to run tvc with stcox for age##age - problems with collineratity

    hello i am trying to identify my tvc factors . to improve my first model i had to add this to age: age##age with a final model looking like this (section a)

    However, when i try to find tvc - if i use ## (section b) i get problems with collinearity, with a list of all the ages from 20-90...this takes a long time with a 180,000 dataset

    is tvc unable to tolerate age##age?

    how can i work around it ?


    Code:
    ///section a
    stcox c.pain i.drug c.age##c.age, hr 
    
    ///trying to find tvc
    
    ///problems with colinearity - section b 
    stcox pain drug age##age, tvc(pain drug age##age) texp(ln(_t)) hr 
    
    
    ///no problems
    stcox pain drug age, tvc(pain drug age) texp(ln(_t)) hr
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