Semiparametric methods for center effect measures based on the ratio of survival functions

被引:1
作者
He, Kevin [1 ]
Schaubel, Douglas E. [1 ]
机构
[1] Univ Michigan, Dept Biostat, Ann Arbor, MI 48109 USA
基金
美国国家卫生研究院;
关键词
Additive hazards model; Failure time data; Observational studies; Stratification; ADDITIVE HAZARDS MODEL; CONFIDENCE BANDS; REGRESSION; CHECKING; CURVES; RATES;
D O I
10.1007/s10985-014-9293-9
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
The survival function is often of chief interest in epidemiologic studies of time to an event. We develop methods for evaluating center-specific survival outcomes through a ratio of survival functions. The proposed method assumes a center-stratified additive hazards model, which provides a convenient framework for our purposes. Under the proposed methods, the center effects measure is cast as the ratio of subject-specific survival functions under two scenarios: the scenario in which the subject is treated at center ; and that wherein the subject is treated at a hypothetical center with survival function equal to the population average. The proposed measure reduces to the ratio of baseline survival functions, but is invariant to the choice of baseline covariate level. We derive the asymptotic properties of the proposed estimators, and assess finite-sample characteristics through simulation. The proposed methods are applied to national kidney transplant data.
引用
收藏
页码:619 / 644
页数:26
相关论文
共 39 条
[1]   A LINEAR-REGRESSION MODEL FOR THE ANALYSIS OF LIFE TIMES [J].
AALEN, OO .
STATISTICS IN MEDICINE, 1989, 8 (08) :907-925
[2]  
[Anonymous], 1991, Counting Processes and Survival Analysis
[3]  
[Anonymous], 1987, Multiple comparison procedures
[4]   CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING [J].
BENJAMINI, Y ;
HOCHBERG, Y .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) :289-300
[5]   Causal inference on the difference of the restricted mean lifetime between two groups [J].
Chen, PY ;
Tsiatis, AA .
BIOMETRICS, 2001, 57 (04) :1030-1038
[6]   PARTIAL LIKELIHOOD [J].
COX, DR .
BIOMETRIKA, 1975, 62 (02) :269-276
[7]  
COX DR, 1972, J R STAT SOC B, V34, P187
[8]   Large-scale simultaneous hypothesis testing: The choice of a null hypothesis [J].
Efron, B .
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2004, 99 (465) :96-104
[9]   Size, power and false discovery rates [J].
Efron, Bradley .
ANNALS OF STATISTICS, 2007, 35 (04) :1351-1377
[10]   Checking a semiparametric additive risk model [J].
Gandy, A ;
Jensen, U .
LIFETIME DATA ANALYSIS, 2005, 11 (04) :451-472