期刊论文

Sun, Jianguo

英文

CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE

0319-5724

2018

46

3

416-428

10.1002/cjs.11459

The authors wish to thank the Editor, Dr. Yi, the Associate Editor, and two referees for their many helpful comments and suggestions. This work was partly supported by the US National Institutes of Health grants (R03 CA219450, R21 CA198641), the National Nature Science Foundation of China (Nos. 11471135, 11571133), and the self-determined research funds of CCNU from the college’s basic research of MOE (CCNU15ZD011, CCNU18ZDPY08).

本校为第一机构

Recurrent event data occur in many areas such as medical studies and social sciences and a great deal of literature has been established for their analysis. On the other hand, only limited research exists on the variable selection for recurrent event data, and the existing methods can be seen as direct generalizations of the available penalized procedures for linear models and may not perform as well as expected. This article discusses simultaneous parameter estimation and variable selection and presents a new method with a new penalty function, which will be referred to as the broken adaptive...