Excess Hazard Models

Excess hazard regression models: flexible parametric excess hazard regression models and frailty excess hazard models.

Related papers

1. Amaral, A. V. R., Rubio, F. J., Quaresma, M., Rodríguez-Cortés, F. J., & Moraga, P. (2024). Extended excess hazard models for spatially dependent survival data. Statistical Methods in Medical Research, 33(4), 681-701. https://doi.org/10.1177/09622802241233767
2. Eletti, A., Marra, G., Quaresma, M., Radice, R., & Rubio, F. J. (2022). A unifying framework for flexible excess hazard modelling with applications in cancer epidemiology. Journal of the Royal Statistical Society Series C: Applied Statistics, 71(4), 1044-1062. https://doi.org/10.1111/rssc.12566
3. Rubio, F. J., Rachet, B., Giorgi, R., Maringe, C., & Belot, A. (2021). On models for the estimation of the excess mortality hazard in case of insufficiently stratified life tables. Biostatistics, 22(1), 51-67. https://doi.org/10.1093/biostatistics/kxz017
4. Rubio, F. J., Remontet, L., Jewell, N. P., & Belot, A. (2019). On a general structure for hazard-based regression models: an application to population-based cancer research. Statistical methods in Medical Research, 28(8), 2404-2417. https://doi.org/10.1177/0962280218782293

Tutorials and Repositories

1. Simulated example from a Proportional Excess Hazards model
2. Simulated example from a General Excess Hazards model
3. Simulation design I: Excess hazard models for insufficiently stratified life tables
4. GHSurv R package
5. HazReg R package
6. HazReg Julia package
7. Link-Based Additive Net Survival models
8. Extended Excess Hazard Models for Spatially Dependent Survival Data