Modelling the age-period-cohort trend surface

被引:10
|
作者
Lee, WC [1 ]
Lin, RS [1 ]
机构
[1] NATL TAIWAN UNIV,COLL PUBL HLTH,GRAD INST EPIDEMIOL,TAIPEI,TAIWAN
关键词
age-period-cohort models; trend surface analysis; epidemiologic methods; statistics; prostate cancer; mortality;
D O I
10.1002/bimj.4710380109
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Age-period-cohort analysis of incidence and/or mortality data has received much attention in the literature. Though several authors seem to offer solutions to the non-identifiability problem inherent in this kind of analysis, the constraints imposed lack sound biological bases and the interpretability of the parameters is in doubt. By introducing the axes of 'adjusted' age, period. and cohort variables in the age-period-cohort trend surface, the authors find that separate effects from these variables can be estimated and can be clearly interpreted. The constraint behind the procedure is also found to be mathematically simple and elegant. Since the method still lacks a biological foundation, it is best viewed as an adjunct to the graphical trend-surface analysis rather than as a solution to the non-identifiability problem. Previously published mortality data of prostate cancer is used to illustrate the methodology.
引用
收藏
页码:97 / 106
页数:10
相关论文
共 50 条
  • [1] Rethinking age-period-cohort mortality trend models
    Alai, Daniel H.
    Sherris, Michael
    [J]. SCANDINAVIAN ACTUARIAL JOURNAL, 2014, 2014 (03) : 208 - 227
  • [2] VISUALIZING AGE-PERIOD-COHORT TREND SURFACES - A SYNOPTIC APPROACH
    JOLLEY, D
    GILES, GG
    [J]. INTERNATIONAL JOURNAL OF EPIDEMIOLOGY, 1992, 21 (01) : 178 - 182
  • [3] Secular trend of gout incidence in the UK: an age-period-cohort analysis
    Ye, Jing
    Zhang, Yuqing
    Zhang, Weiya
    Doherty, Michael
    Lu, Na
    Zeng, Chao
    Lei, Guanghua
    Wei, Jie
    Ding, Xiang
    [J]. BMJ OPEN, 2024, 14 (01):
  • [4] Temporal Trend of Urolithiasis Incidence in China: An Age-Period-Cohort Analysis
    Huang, Hui
    Li, Minmin
    Fan, Hourui
    Bai, Ruhai
    [J]. INTERNATIONAL JOURNAL OF GENERAL MEDICINE, 2021, 14 : 2533 - 2539
  • [5] Age-period-cohort modeling
    Rutherford, Mark J.
    Lambert, Paul C.
    Thompson, John R.
    [J]. STATA JOURNAL, 2010, 10 (04): : 606 - 627
  • [6] Secular trend and age-period-cohort analysis of prostate cancer mortality in Taiwan
    Chang, CK
    Yu, HJ
    Chan, KWA
    Lai, MK
    [J]. JOURNAL OF UROLOGY, 1997, 158 (05): : 1845 - 1848
  • [7] Age-period-cohort modelling of breast cancer incidence in the Nordic countries
    Rostgaard, K
    Væth, M
    Holst, H
    Madsen, M
    Lynge, E
    [J]. STATISTICS IN MEDICINE, 2001, 20 (01) : 47 - 61
  • [8] Advances in age-period-cohort analysis
    Smith, Herbert L.
    [J]. SOCIOLOGICAL METHODS & RESEARCH, 2008, 36 (03) : 287 - 296
  • [9] Comparative age-period-cohort analysis
    Rosenberg P.S.
    Miranda-Filho A.
    Whiteman D.C.
    [J]. BMC Medical Research Methodology, 23 (1)
  • [10] Age-period-cohort models in Stata
    Sasieni, Peter D.
    [J]. STATA JOURNAL, 2012, 12 (01): : 45 - 60