TIME-SERIES REGRESSION FOR COUNTS - AN INVESTIGATION INTO THE RELATIONSHIP BETWEEN SUDDEN-INFANT-DEATH-SYNDROME AND ENVIRONMENTAL-TEMPERATURE

被引:35
作者
CAMPBELL, MJ
机构
来源
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY | 1994年 / 157卷
关键词
COUNTS; ENVIRONMENTAL TEMPERATURE; GENERALIZED LINEAR MODELS; SUDDEN INFANT DEATH SYNDROME; TIME SERIES REGRESSION;
D O I
10.2307/2983358
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
Zeger's approach to the regression of count data which are serially ordered in time is discussed and compared with an empirical method. The methods are used to investigate the relationship between sudden infant death syndrome (SIDS) and environmental temperature in three data sets: for England and Wales 1979-83, England and Wales 1984-86 and New South Wales 1981-85. The results imply a strong negative relationship, in which the deaths due to SIDS increase 2-5 days after the environmental temperature goes down. The data are then explored to see whether there is a threshold in the temperature effect and to examine the consistency of the effect over time.
引用
收藏
页码:191 / 208
页数:18
相关论文
共 28 条
[1]  
BECKWITH JB, 1970, 2ND P INT C CAUS SUD
[2]  
BONSER R, 1979, LANCET, V2, P1379
[3]   FINDING CAUSES OF SEASONAL DISEASES USING TIME-SERIES ANALYSIS [J].
BOWIE, C ;
PROTHERO, D .
INTERNATIONAL JOURNAL OF EPIDEMIOLOGY, 1981, 10 (01) :87-92
[4]  
Campbell M J, 1991, Paediatr Perinat Epidemiol, V5, P93, DOI 10.1111/j.1365-3016.1991.tb00688.x
[6]  
DEACON EL, 1979, AUST PAEDIATR J, V15, P248
[7]   INTERACTION BETWEEN BEDDING AND SLEEPING POSITION IN THE SUDDEN-INFANT-DEATH-SYNDROME - A POPULATION BASED CASE-CONTROL STUDY [J].
FLEMING, PJ ;
GILBERT, R ;
AZAZ, Y ;
BERRY, PJ ;
RUDD, PT ;
STEWART, A ;
HALL, E .
BRITISH MEDICAL JOURNAL, 1990, 301 (6743) :85-89
[8]   INVESTIGATING CAUSAL RELATIONS BY ECONOMETRIC MODELS AND CROSS-SPECTRAL METHODS [J].
GRANGER, CWJ .
ECONOMETRICA, 1969, 37 (03) :424-438
[9]   TIME-SERIES MODELS FOR COUNT OR QUALITATIVE OBSERVATIONS [J].
HARVEY, AC ;
FERNANDES, C .
JOURNAL OF BUSINESS & ECONOMIC STATISTICS, 1989, 7 (04) :407-417
[10]   ENVIRONMENT AND DISEASE - ASSOCIATION OR CAUSATION [J].
HILL, AB .
PROCEEDINGS OF THE ROYAL SOCIETY OF MEDICINE-LONDON, 1965, 58 (05) :295-+