Tutorial on survival modeling with applications to omics data

Z Zhao, J Zobolas, M Zucknick, T Aittokallio - Bioinformatics, 2024 - academic.oup.com
… In this tutorial, we describe a general workflow for survival analysis with omics data… methods
for feature selection and survival prediction; importantly, we provide a step-by-step R tutorial

[HTML][HTML] Intro to Discrete-Time Survival Analysis in R

Q Fang, R Van de Schoot - 2019 - rensvandeschoot.com
… package brms for Bayesian discrete-time survival analysis (this tutorial uses version 2.9.0). …
the main codes of the tutorial to work. If interested, you can check out this tutorial for detailed …

[HTML][HTML] Modeling multi-level survival data in multi-center epidemiological cohort studies: Applications from the ELAPSE project

E Samoli, S Rodopoulou, UA Hvidtfeldt, K Wolf… - Environment …, 2021 - Elsevier
… We evaluated methods for the analysis of multi-level survival data using a pooled dataset
of 14 cohorts … A tutorial on multilevel survival analysis: methods, models and applications

Multiple-membership survival analysis and its applications in organizational behavior and management research

H Tierens, N Dries, M Smet… - … Research Methods, 2021 - journals.sagepub.com
… to as survival models. In this study, the authors construct a multilevel survival model that takes
… a multiple-membership survival model, illustrating each step with an application on a real-…

Multilevel survival analysis: Studying the timing of children's recurring behaviors.

JP Lougheed, L Benson, PM Cole… - Developmental …, 2019 - psycnet.apa.org
… We provide a practical introduction to multilevel survival analysis (MSA) for observational …
overview of survival analysis, and then illustrate how MSA is applied to observational data. …

[图书][B] Cure models: methods, applications, and implementation

Y Peng, B Yu - 2021 - taylorfrancis.com
… Particularly, Chapter 8 presents the application of cure models in the population-based
cancer survival analysis. Chapter 9 discusses statistical issues in the design and analysis of …

Stratified multilevel modelling of survival data: Application to modelling regional differences in transition to parenthood in Ethiopia

G Ghilagaber, A Akinyi Lagehäll, E Yemane - … methods for evidence-based …, 2022 - Springer
… the effects were generally stable across the three models in each region. Overall, we
recommend use of multilevel survival models to account for clustering of women into households …

Survival models including excess hazard model and multilevel excess hazard model with application

DA Abdo, AA Abd-Elmegaly… - The Egyptian Statistical …, 2024 - esju.journals.ekb.eg
… In this paper, we introduced two survival analysis models, namely the excess hazard model
and the multilevel excess hazard model, to estimate the excess hazard (log lambda). These …

Sample size estimation for recurrent event data using multifrailty and multilevel survival models

D Dinart, C Bellera, V Rondeau - Journal of Biopharmaceutical …, 2024 - Taylor & Francis
… in-depth analysis of the sample size required for the analysis of recurrent time-to-event data
using multifrailty or multilevel survival models. The term multifrailty refers to models that take …

A general piecewise multi-state survival model: application to breast cancer

JE Ruiz-Castro, M Zenga - Statistical Methods & Applications, 2020 - Springer
… Multi-state models are considered in the field of survival analysis for modelling illnesses
that … In survival analysis, it is usual to model the progression of a disease that can occupy …