INTERPRETATION OF INTERACTION: A REVIEW

被引:87
作者
De Gonzalez, Amy Berrington [1 ]
Cox, D. R. [2 ]
机构
[1] Johns Hopkins Bloomberg Sch Publ Hlth, Baltimore, MD 21205 USA
[2] Univ Oxford Nuffield Coll, Oxford OX1 1NF, England
关键词
Interaction; effect modification; types of factor; transformations; qualitative interaction; effect reversal; epistasis;
D O I
10.1214/07-AOAS124
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
Several different types of statistical interaction are defined and distinguished, primarily on the basis of the nature of the factors defining the interaction. Illustrative examples. mostly epidemiological, are given. The emphasis is primarily oil interpretation rather than on methods for detecting interactions.
引用
收藏
页码:371 / 385
页数:15
相关论文
共 29 条
[1]  
AGRIHSTI A, 1990, CATEGORICAL DATA ANA
[2]   Coffee consumption, gender, and Parkinson's disease mortality in the Cancer Prevention Study II cohort: The modifying effects of estrogen [J].
Ascherio, A ;
Weisskopf, MG ;
O'Reilly, EJ ;
McCullough, ML ;
Calle, EE ;
Rodriguez, C ;
Thun, MJ .
AMERICAN JOURNAL OF EPIDEMIOLOGY, 2004, 160 (10) :977-984
[3]  
AZZALINI A, 1984, J ROY STAT SOC B MET, V46, P335
[4]  
Bartlett MS, 1935, J ROYAL STATISTICA S, V2, P248, DOI DOI 10.2307/2983639
[6]   SYNERGISM AND INTERACTION - ARE THEY EQUIVALENT [J].
BLOT, WJ ;
DAY, NE .
AMERICAN JOURNAL OF EPIDEMIOLOGY, 1979, 110 (01) :99-100
[7]  
Box G. E. P., 2007, RESPONSE SURFACES MI
[8]  
Breslow NE, 1980, STAT METHODS CANC RE, V1, DOI DOI 10.1097/00002030-199912240-00009
[9]   Population stratification and spurious allelic association [J].
Cardon, LR ;
Palmer, LJ .
LANCET, 2003, 361 (9357) :598-604
[10]  
Cox D.R., 1996, Multivariate Dependencies