Hi, I would like to perform a joint latent class analysis (according to Proust-Lima et al., 2013) in that I want to identify latent risk classes (patterns of at-risk criteria) for psychosis over time using latent class mixed models for the longitudinal data and combine it with a survival analysis for the relationship of these latent risk classes with time-to-event data (i.e. conversion to psychosis). Patients have been assessed at baseline, after 1, 2, 3, 4, 5, 6, 9, 12, 18, and 24 months if they fulfill several at-risk criteria (binary) and if they converted to psychosis (binary outcome). As I have just started working with Mplus and only have R codes for similar models, I would like to kindly ask you if you could recommend any paper or example to get familiar with this kind of modelling using Mplus? Thank you very much and all the best! V
If you are looking to do growth mixture modeling jointly with discrete-time survival analysis I can send you an Mplus script I have used. If you are interested in continuous-time survival with growth mixtures you will find our paper on that topic on our website.
You find them for this paper posted under Papers, Survival Analysis:
Muthén, B., Asparouhov, T., Boye, M., Hackshaw, M. & Naegeli, A. (2009). Applications of continuous-time survival in latent variable models for the analysis of oncology randomized clinical trial data using Mplus. Technical Report. Click here to view Mplus outputs used in this paper. download paper contact first author
Katsuya Oi posted on Friday, August 31, 2018 - 2:28 pm
My apologies. I don't see any Mpluts outputs on the paper itself. Is there a working link for them?