How do I develop a Cox proportional hazards model with natural logarithm time-dependence?
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I have been using R to evaluate my data; however, it is more advantageous to use MATLAB at the moment. When judging the scaled Schoenfeld residuals against ln(time) I have seen non-proportional hazards with linearity with ln(time). The 'survival' package of R offered to add a time-dependent term to certain covariates giving the following coefficent:
.
I want to add this time dependence to one of the covariates in my model how can I achieve this in MATLAB? If you need further explanation the procedure that I wish to follow is given in the Continuous time-dependent coefficients section on page 20 in the following pdf.
Thank you!
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