An extended age period cohort model for analysing (age, period)-tabulated data

被引：3

作者：

Hanayama, Nobutane ^{[1
]}

机构：

[1] Shobi Gakuen Univ, Dept Informat Technol, Kawagoe, Saitama 3501153, Japan

来源：

STATISTICS IN MEDICINE | 2007年 / 26卷 / 18期

关键词：

breast cancer; environmental risk; estimable function; Lexis diagram; nonlinear model; piecewise constant intensity model;

D O I：

10.1002/sim.2867

中图分类号：

Q [生物科学];

学科分类号：

07 ; 0710 ; 09 ;

摘要：

A model of an extended version of the age period cohort (APC) model is proposed for analysing (age, period)-tabulated data on mortality of some chronic diseases. Estimable functions of the parameters in the proposed model for ML estimation are elucidated, and the result of fitting the proposed model to the data on breast cancer mortality for females in the U.S. is shown, where it is seen that the proposed model provides a better fit to the data than APC model in terms of AIC. Copyright (c) 2007 John Wiley & Sons, Ltd.

引用

页码：3459 / 3475

页数：17

共 27 条

[1] THE AGE DISTRIBUTION OF CANCER AND A MULTI-STAGE THEORY OF CARCINOGENESIS [J].

ARMITAGE, P ;

DOLL, R .

BRITISH JOURNAL OF CANCER, 1954, 8 (01) :1-12

[2]

BRESLOW NE, 1984, APPL STAT-J ROY ST C, V33, P38

[3] MODELS FOR TEMPORAL VARIATION IN CANCER RATES .1. AGE PERIOD AND AGE COHORT MODELS [J].

CLAYTON, D ;

SCHIFFLERS, E .

STATISTICS IN MEDICINE, 1987, 6 (04) :449-467

[4] MODELS FOR TEMPORAL VARIATION IN CANCER RATES .2. AGE PERIOD COHORT MODELS [J].

CLAYTON, D ;

SCHIFFLERS, E .

STATISTICS IN MEDICINE, 1987, 6 (04) :469-481

[5] The use of modeling to understand the impact of screening on US mortality: examples from mammography and PSA testing [J].

Feuer, EJ ;

Etzioni, R ;

Cronin, KA ;

Mariotto, A .

STATISTICAL METHODS IN MEDICAL RESEARCH, 2004, 13 (06) :421-442

[6]

FIENBERG SE, 1978, SOCIOL METHODOL, P1

[7] Evaluation of the organised mammographic screening programme in Australia [J].

Giles, GG ;

Amos, A .

ANNALS OF ONCOLOGY, 2003, 14 (08) :1209-1211

[8]

GLENN ND, 1977, COHORT ANAL, P8

[9] Breast cancer screening controversies [J].

Green, BB ;

Taplin, SH .

JOURNAL OF THE AMERICAN BOARD OF FAMILY PRACTICE, 2003, 16 (03) :233-241

[10] Age-environment model for breast cancer [J].

Hanayama, N .

ENVIRONMETRICS, 2004, 15 (03) :219-232

← 1 2 3 →