A Two-stage Joint Modeling Approach for Multiple Longitudinal Markers and Time-to-event Data
T Baghfalaki, R Hashemi, C Helmer… - arXiv preprint arXiv …, 2024 - arxiv.org
Collecting multiple longitudinal measurements and time-to-event outcomes is a common
practice in clinical and epidemiological studies, often focusing on exploring associations …
practice in clinical and epidemiological studies, often focusing on exploring associations …
[PDF][PDF] Fast and flexible inference approach for joint models of multivariate longitudinal and survival data using Integrated Nested Laplace Approximations
Joint modeling longitudinal and survival data offers many advantages such as addressing
measurement error and missing data in the longitudinal processes, understanding and …
measurement error and missing data in the longitudinal processes, understanding and …
Fast and flexible inference for joint models of multivariate longitudinal and survival data using integrated nested Laplace approximations
Modeling longitudinal and survival data jointly offers many advantages such as addressing
measurement error and missing data in the longitudinal processes, understanding and …
measurement error and missing data in the longitudinal processes, understanding and …
Bridging the gap between two‐stage and joint models: The case of tumor growth inhibition and overall survival models
Many clinical trials generate both longitudinal biomarker and time‐to‐event data. We might
be interested in their relationship, as in the case of tumor size and overall survival in …
be interested in their relationship, as in the case of tumor size and overall survival in …
A Bayesian joint model of multiple nonlinear longitudinal and competing risks outcomes for dynamic prediction in multiple myeloma: joint estimation and corrected two …
Predicting cancer-associated clinical events is challenging in oncology. In Multiple Myeloma
(MM), a cancer of plasma cells, disease progression is determined by changes in …
(MM), a cancer of plasma cells, disease progression is determined by changes in …
Founder's human capital and the entrepreneurial process duration
SRS Pirzada - 2022 - publications.aston.ac.uk
This thesis presents three quantitative empirical studies, utilising two US cohorts from the
harmonised Panel Study of Entrepreneurial Dynamics (PSED), to advance our …
harmonised Panel Study of Entrepreneurial Dynamics (PSED), to advance our …