Sentence examples for in joint model from inspiring English sources

Note that the green trajectories (higher ones) in both panels refer to the same cohort and same model, i.e. early baby boomer in joint model.

Latent-model robustness in joint models for a primary endpoint and a longitudinal process.

In joint models including interaction terms, all genetic score-by-HTN interaction terms were P value greater than 0.05.

This example illustrates the use of the generalized log-logistic distribution in joint modeling.

The application of the generalized log-logistic distribution in joint modeling is illustrated with an example in Section 1.

The application of the generalized log-logistic PH in joint modeling is illustrated using another data set of AIDS patients.

In joint models without interaction, fasting glucose-SNP or T2D-SNP genetic scores (both P < 0.001) and HTN (P < 0.0001) independently increased ΔFG or T2D-risk.HTN, HTN treatment, and common fasting glucose-SNP genetic score/T2D-SNP genetic score independently predicted ΔFG and T2D incidence, but did not modify each other's association with ΔFG or T2D risk.

Moreover, the use of Cox PH in joint modeling of time-to-event and longitudinal data (Wulfsohn and Tsiatis 1997) usually leads to an underestimation of the standard errors of the parameter estimates (Hsieh et al. 2006; Rizopoulos 2012), and therefore most methods for joint modeling are based on parametric response distributions (Hwang and Pennell 2014).

Although we see no obvious preference of the generalized log-logistic model for this example for which the hazard function is monotone increasing, generalized log-logistic could be useful in joint modeling where the shape of the hazard function is unimodal.

The proposed simulation algorithm can also be applied to simulate the recurrence process in joint models for recurrent events and a terminal event [ 28, 29].

The inclusion of longitudinal measures of breast density or other risk factors in joint models of survival and longitudinal data may be a step towards personalized early detection of BC.