Diet revealed?: Semiparametric estimation of nutrient intake age relationships

被引:40
作者
Chesher, A
机构
来源
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY | 1997年 / 160卷
关键词
dietary reference values; household surveys; nutrient intakes; robust standard errors; roughness penalties; semiparametric methods;
D O I
10.1111/1467-985X.00073
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
Smoothed estimates of the complex relationships between age and intakes of energy, fat, calcium and vitamin C are obtained for Males and females from British National Food Survey data covering the period 1974-94. Since the data record household food acquisitions during a survey week, not food consumption by individuals, a model is constructed in which average nutrient intakes by sex at each completed year of age are parameters which are estimated by roughness penalized least squares. Income per head and region of residence are controlled for in a non-linear extension of the model. The sensitivity of the estimates to variations in eating out and the incidence of visitors is examined. Age-and sex-specific estimates of the proportion of energy from fat, a key health indicator, are derived and compared across a 21-year period.
引用
收藏
页码:389 / 420
页数:32
相关论文
共 26 条
[1]  
[Anonymous], TECHN REP SER WHO
[2]   VALIDATION OF WEIGHED RECORDS AND OTHER METHODS OF DIETARY ASSESSMENT USING THE 24-H URINE NITROGEN TECHNIQUE AND OTHER BIOLOGICAL MARKERS [J].
BINGHAM, SA ;
CASSIDY, A ;
COLE, TJ ;
WELCH, A ;
RUNSWICK, SA ;
BLACK, AE ;
THURNHAM, D ;
BATES, C ;
KHAW, KT ;
KEY, TJA ;
DAY, NE .
BRITISH JOURNAL OF NUTRITION, 1995, 73 (04) :531-550
[3]  
BLACK AE, 1991, EUR J CLIN NUTR, V45, P583
[4]  
CHESHER AD, 1996, 96422 U BRIST DEP EC
[5]   PANEL DATA FROM TIME-SERIES OF CROSS-SECTIONS [J].
DEATON, A .
JOURNAL OF ECONOMETRICS, 1985, 30 (1-2) :109-126
[6]  
*DEP HLTH, 1989, REP HLTH SOC SUBJ, V36
[7]  
Department of Health, 1991, REP HLTH SOC SUBJ, V41
[8]  
Efron B, 1994, INTRO BOOTSTRAP, DOI DOI 10.1201/9780429246593
[9]   SEMIPARAMETRIC ESTIMATES OF THE RELATION BETWEEN WEATHER AND ELECTRICITY SALES [J].
ENGLE, RF ;
GRANGER, CWJ ;
RICE, J ;
WEISS, A .
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1986, 81 (394) :310-320
[10]  
Green Peter J., 1993, NONPARAMETRIC REGRES