Cox Proportional Hazards model PreviousNext
Mplus Discussion > Categorical Data Modeling >
Message/Author
 Mary M Mitchell posted on Thursday, September 12, 2019 - 9:05 am
Hi,

I am running a monte carlo for a survival analysis that uses the Cox Proportional Hazards model. I obtained some betas from the monte carlo that show adequate power. The best beta is .2, which I can convert into an odds ratio. However, I have been advised to report relative risks for a grant application. Does Mplus give parameter values that can be used in the Relative Risk formula?

Thanks,

Mary
 Tihomir Asparouhov posted on Thursday, September 12, 2019 - 1:34 pm
I think you will need to use
output:BASEHAZARD;
That will give you the baseline hazard function and from there you can obtain the comulative baseline hazard at a particular time point as well as the survival function and the relative risk. See formulas (6), (7) and (8) in
http://www.statmodel.com/download/Survival.pdf
You can then put all that into model constraint (see User's Guide example 5.20 on how to add new quantities to be computed as well as their standard errors). You can probably treat the comulative baseline hazard as a constant, but if you want to account for the uncertainty of the comulative baseline hazard you can use
ANALYSIS: BASEHAZARD = ON;
in combination with something like
SURVIVAL = t(20*1);
see User's Guide example 6.21.
 Mary M Mitchell posted on Thursday, September 12, 2019 - 4:55 pm
Dear Dr. Asparouhov,

Thank you for the help. I didn't know there was a way to request the hazard function.

Mary
Back to top
Add Your Message Here
Post:
Username: Posting Information:
This is a private posting area. Only registered users and moderators may post messages here.
Password:
Options: Enable HTML code in message
Automatically activate URLs in message
Action: