Estimating net survival using a life-table approach

被引:20
|
作者
Coviello, Enzo [1 ]
Dickman, Paul W. [2 ]
Seppa, Karri [3 ]
Pokhrel, Arun [4 ]
机构
[1] ASL BT, Barletta, Italy
[2] Karolinska Inst, Stockholm, Sweden
[3] Finnish Canc Registry, FIN-00170 Helsinki, Finland
[4] Univ Alberta, Edmonton, AB, Canada
来源
STATA JOURNAL | 2015年 / 15卷 / 01期
关键词
st0375; stnet; net survival; relative survival; competing risks; life table; cancer survival; age standardization; period analysis; RELATIVE SURVIVAL; CANCER SURVIVAL; ALTERNATIVE APPROACH; POPULATION;
D O I
10.1177/1536867X1501500111
中图分类号
O1 [数学]; C [社会科学总论];
学科分类号
03 ; 0303 ; 0701 ; 070101 ;
摘要
Cancer registries are often interested in estimating net survival (NS), the probability of survival if the cancer under study is the only possible cause of death. Pohar Perme, Stare, and Esteve (2012, Biometrics 68: 113-120) proposed a new estimator of NS based on inverse probability weighting. They demonstrated that existing estimators of NS based on relative survival were biased, whereas the new estimator was unbiased. The new estimator was developed for continuous survival times, yet cancer registries often have only discrete survival times (for example, survival time in completed months or years). Therefore, we propose an approach to estimation for when survival times are discrete. In this article, we describe the stnet command for life-table estimation of NS, adapting the Pohar Perme estimation approach to life-table estimation. Estimates can be made using a period or hybrid approach in addition to the traditional cohort (or complete) approach, and age-standardized survival estimates are available.
引用
收藏
页码:173 / 185
页数:13
相关论文
共 50 条
  • [1] ESTIMATING THE AGE-AT-ONSET FUNCTION USING LIFE-TABLE METHODS
    CHIDAMBARAM, A
    CHAKRAVARTI, A
    FERRELL, RE
    IYENGAR, S
    [J]. GENETIC EPIDEMIOLOGY, 1988, 5 (04) : 255 - 263
  • [2] Survival Rates and Prognosis of Gastric Cancer using an Actuarial Life-table Method
    Moghimi-Dehkordi, Bijan
    Safaee, Azadeh
    Zali, Mohammad Reza
    [J]. ASIAN PACIFIC JOURNAL OF CANCER PREVENTION, 2008, 9 (02) : 317 - 321
  • [3] Biology of a life-table
    不详
    [J]. NATURE, 1919, 102 : 396 - 396
  • [4] DECREASED SURVIVAL IN ANKYLOSING-SPONDYLITIS - LIFE-TABLE ANALYSIS
    KHAN, MA
    KHAN, MK
    [J]. CLINICAL RESEARCH, 1978, 26 (05): : A673 - A673
  • [5] Notes on the biology of a life-table
    Brownlee, J
    [J]. JOURNAL OF THE ROYAL STATISTICAL SOCIETY, 1919, 82 : 34 - 77
  • [6] LIFE-TABLE FOR CYSTIC FIBROSIS
    MANTLE, DJ
    NORMAN, AP
    [J]. BMJ-BRITISH MEDICAL JOURNAL, 1966, 2 (5524): : 1238 - +
  • [7] COMPARISON OF RISK ESTIMATES USING LIFE-TABLE METHODS
    SULLIVAN, RE
    WENG, PS
    [J]. HEALTH PHYSICS, 1987, 53 (02): : 123 - 134
  • [8] EVIDENCE OF DECREASED SURVIVAL IN ANKYLOSING-SPONDYLITIS BY LIFE-TABLE ANALYSIS
    KHAN, MA
    KHAN, MK
    KUSHNER, I
    [J]. ARTHRITIS AND RHEUMATISM, 1979, 22 (06): : 628 - 628
  • [9] SURVIVAL AMONG PATIENTS WITH ANKYLOSING-SPONDYLITIS - A LIFE-TABLE ANALYSIS
    KHAN, MA
    KHAN, MK
    KUSHNER, I
    [J]. JOURNAL OF RHEUMATOLOGY, 1981, 8 (01) : 86 - 90
  • [10] LIFE-TABLE FACTORS FOR USE IN ESTIMATING THE CANCER RISK OF RADIATION EXPOSURE TO WORKERS
    MAILLIE, HD
    [J]. HEALTH PHYSICS, 1983, 44 (04): : 317 - 327