A hybrid ML-EM algorithm for calculation of maximum likelihood estimates in semiparametric shared frailty models.
From MaRDI portal
Publication:1606110
DOI10.1016/S0167-9473(01)00099-8zbMath1072.62645OpenAlexW2126178918MaRDI QIDQ1606110
Hien T. V. Vu, Matthew W. Knuiman
Publication date: 31 July 2002
Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1016/s0167-9473(01)00099-8
SimulationsMLENewton-RaphsonEMMLFrailty variance estimatesHybrid ML-EMNon-parametric hazardsShared frailties
Related Items (8)
Profile likelihood approaches for semiparametric copula and frailty models for clustered survival data ⋮ Inference in mixed proportional hazard models with \(K\) random effects ⋮ Generalized accelerated failure time frailty model for systems subject to imperfect preventive maintenance ⋮ Generalized inverse-Gaussian frailty models with application to TARGET neuroblastoma data ⋮ One-sided tests in shared frailty models ⋮ Estimation in semiparametric conditional shared frailty models with events before study entry ⋮ Modelling conditional covariance in the linear mixed model ⋮ Multilevel mixed linear models for survival data
Uses Software
Cites Work
- Unnamed Item
- Unnamed Item
- Asymptotic theory for the correlated gamma-frailty model
- Modelling failure-time associations in data with multiple levels of clustering
- Covariance and survivor function estimation using censored multivariate failure time data
- Time-Dependent Association Measures for Bivariate Survival Distributions
- Survival of related individuals: An extension of some fundamental results of heterogeneity analysis
- Estimation of Variance in Cox's Regression Model with Shared Gamma Frailties
- A General Framework for Random Effects Survival Analysis in the Cox Proportional Hazards Setting
- SURVIVAL ANALYSIS WITH TIME DEPENDENT FRAILTY USING A LONGITUDINAL MODEL
- ASYMPTOTIC AND SMALL SAMPLE STATISTICAL PROPERTIES OF RANDOM FRAILTY VARIANCE ESTIMATES FOR SHARED GAMMA FRAILTY MODELS
This page was built for publication: A hybrid ML-EM algorithm for calculation of maximum likelihood estimates in semiparametric shared frailty models.
