Penalized Survival Models and Frailty
Top Cited Papers
- 1 March 2003
- journal article
- Published by Taylor & Francis in Journal of Computational and Graphical Statistics
- Vol. 12 (1), 156-175
- https://doi.org/10.1198/1061860031365
Abstract
Interest in the use of random effects in the survival analysis setting has been increasing. However, the computational complexity of such frailty models has limited their general use. Although fitt...Keywords
This publication has 16 references indexed in Scilit:
- Estimation of Multivariate Frailty Models Using Penalized Partial LikelihoodBiometrics, 2000
- Smoothing Parameter Selection in Nonparametric Regression Using an Improved Akaike Information CriterionJournal of the Royal Statistical Society Series B: Statistical Methodology, 1998
- ML and REML estimation in survival analysis with time dependent correlated frailtyStatistics in Medicine, 1998
- Penalized likelihood in Cox regressionStatistics in Medicine, 1994
- Cox regression analysis of multivariate failure time data: The marginal approachStatistics in Medicine, 1994
- Ursodeoxycholic acid in the treatment of primary biliary cirrhosisGastroenterology, 1994
- Approximate Inference in Generalized Linear Mixed ModelsJournal of the American Statistical Association, 1993
- Flexible Methods for Analyzing Survival Data Using Splines, With Applications to Breast Cancer PrognosisJournal of the American Statistical Association, 1992
- Estimating a Multivariate Proportional Hazards Model for Clustered Data Using the EM Algorithm, with an Application to Child Survival in GuatemalaJournal of the American Statistical Association, 1992
- Heterogeneity in survival analysisStatistics in Medicine, 1988