An R package for fitting age, period and cohort models

被引:14
|
作者
Decarli, Adriano [1 ]
La Vecchia, Carlo [1 ]
Malvezzi, Matteo [1 ]
Micciolo, Rocco [2 ]
机构
[1] Univ Milan, Sezione Stat Med Biomet Giulio Maccacaro, Dept Clin Sci & Community Hlth, Milan, Italy
[2] Univ Trento, Dept Psychol & Cognit Sci, Corso Bettini 31, I-38068 Rovereto, Italy
来源
关键词
Age-period-cohort models; Cohort analysis; R language; Trends;
D O I
10.2427/9977
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
In this paper we present the R implementation of a GLIM macro which fits age-period-cohort model following Osmond and Gardner. In addition to the estimates of the corresponding model, owing to the programming capability of R as an object oriented language, methods for printing, plotting and summarizing the results are provided. Furthermore, the researcher has fully access to the output of the main function (apc) which returns all the models fitted within the function. It is so possible to critically evaluate the goodness of fit of the resulting model.
引用
收藏
页码:1 / 12
页数:12
相关论文
共 50 条
  • [31] SmoothHazard: An R Package for Fitting Regression Models to Interval-Censored Observations of Illness-Death Models
    Touraine, Celia
    Gerds, Thomas A.
    Joly, Pierre
    JOURNAL OF STATISTICAL SOFTWARE, 2017, 79 (07): : 1 - 22
  • [32] Life satisfaction and age: Dealing with underidentification in age-period-cohort models
    de Ree, Joppe
    Alessie, Rob
    SOCIAL SCIENCE & MEDICINE, 2011, 73 (01) : 177 - 182
  • [33] Correlated Poisson models for age-period-cohort analysis
    Chernyavskiy, Pavel
    Little, Mark P.
    Rosenberg, Philip S.
    STATISTICS IN MEDICINE, 2018, 37 (03) : 405 - 424
  • [34] Over-Dispersed Age-Period-Cohort Models
    Harnau, Jonas
    Nielsen, Bent
    JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2018, 113 (524) : 1722 - 1732
  • [35] Comments on 'Age-period-cohort models for the Lexis diagram'
    Rosenbauer, Joachim
    Strassburger, Klaus
    STATISTICS IN MEDICINE, 2008, 27 (09) : 1557 - 1561
  • [36] Age-period-cohort models for the Lexis diagram - Reply
    Carstensen, B.
    STATISTICS IN MEDICINE, 2008, 27 (09) : 1561 - 1564
  • [37] Rethinking age-period-cohort mortality trend models
    Alai, Daniel H.
    Sherris, Michael
    SCANDINAVIAN ACTUARIAL JOURNAL, 2014, 2014 (03) : 208 - 227
  • [38] CONSTRAINTS IN RANDOM EFFECTS AGE-PERIOD-COHORT MODELS
    Luo, Liying
    Hodges, James S.
    SOCIOLOGICAL METHODOLOGY, VOL 50, 2020, 50 (01): : 276 - 317
  • [39] shinybrms: Fitting Bayesian Regression Models Using a Graphical User Interface for the R Package brms
    Weber, Frank
    Ickstadt, Katja
    Glass, Aenne
    R JOURNAL, 2022, 14 (02): : 96 - 120
  • [40] rtmpt: An R package for fitting response-time extended multinomial processing tree models
    Raphael Hartmann
    Lea Johannsen
    Karl Christoph Klauer
    Behavior Research Methods, 2020, 52 : 1313 - 1338