Regression modeling of semicompeting risks data

L Peng, JP Fine - Biometrics, 2007 - academic.oup.com
Semicompeting risks data are often encountered in clinical trials with intermediate endpoints
subject to dependent censoring from informative dropout. Unlike with competing risks data …

A new proposal for multivariable modelling of time‐varying effects in survival data based on fractional polynomial time‐transformation

W Sauerbrei, P Royston, M Look - Biometrical Journal, 2007 - Wiley Online Library
The Cox proportional hazards model has become the standard for the analysis of survival
time data in cancer and other chronic diseases. In most studies, proportional hazards (PH) …

Efficient estimation in marginal partially linear models for longitudinal/clustered data using splines

JZ Huang, L Zhang, L Zhou - Scandinavian Journal of Statistics, 2007 - Wiley Online Library
We consider marginal semiparametric partially linear models for longitudinal/clustered data
and propose an estimation procedure based on a spline approximation of the non …

Survival analysis with temporal covariate effects

L Peng, Y Huang - Biometrika, 2007 - academic.oup.com
We propose a natural generalization of the Cox regression model, in which the regression
coefficients have direct interpretations as temporal covariate effects on the survival function …

Data-driven smooth tests of the proportional hazards assumption

D Kraus - Lifetime data analysis, 2007 - Springer
A new test of the proportional hazards assumption in the Cox model is proposed. The idea is
based on Neyman's smooth tests. The Cox model with proportional hazards (ie time …

Aalen additive hazards change-point model

T Martinussen, TH Scheike - Biometrika, 2007 - academic.oup.com
We study a test comparing the full Aalen additive hazards model and the change-point
model, and suggest how to estimate the parameters of the change-point model. We also …

[PDF][PDF] SCHOOL OF ECONOMICS & FINANCE

A Bhattacharjee - academia.edu
Several omnibus tests of the proportional hazards assumption have been proposed in the
literature. In the two-sample case, tests have also been developed against ordered …