LONGITUDINAL ANALYSIS OF INCOMPLETE ADOLESCENT DATA

被引:1
作者
BERKEY, CS
LAIRD, NM
GARDNER, J
VALADIAN, I
机构
[1] HARVARD UNIV,SCH PUBL HLTH,DEPT BIOSTAT,BOSTON,MA 02115
[2] HARVARD UNIV,SCH PUBL HLTH,MATERNAL & CHILD HLTH,BOSTON,MA 02115
基金
美国医疗保健研究与质量局;
关键词
D O I
10.1080/03014469100001632
中图分类号
Q98 [人类学];
学科分类号
030303 ;
摘要
An approach is illustrated for the analysis of longitudinal variables collected during adolescence. Since the method requires complete data, three techniques are compared for application when some individuals have missing values. These methods are implemented in a study of systolic blood pressures and dietary fat intakes collected longitudinally in adolescent girls. The value of adolescent systolic and fat variables in predicting systolic pressure in adult women is investigated.
引用
收藏
页码:311 / 326
页数:16
相关论文
共 31 条
[1]  
ANDERSON TW, 1984, INTRO MULTIVARIATE S, pCH11
[2]  
BEALE EML, 1975, J ROY STAT SOC B MET, V37, P129
[3]   LONGITUDINAL PRINCIPAL COMPONENTS AND NON-LINEAR REGRESSION-MODELS OF EARLY-CHILDHOOD GROWTH [J].
BERKEY, CS ;
KENT, RL .
ANNALS OF HUMAN BIOLOGY, 1983, 10 (06) :523-536
[4]   NONLINEAR GROWTH CURVE ANALYSIS - ESTIMATING THE POPULATION PARAMETERS [J].
BERKEY, CS ;
LAIRD, NM .
ANNALS OF HUMAN BIOLOGY, 1986, 13 (02) :111-128
[5]  
BERKEY CS, 1991, IN PRESS BIOMETRICS
[6]  
BERKEY CS, 1989, AUXOLOGY 88 PERSPECT, P31
[7]  
BOCK RD, 1986, HUMAN GROWTH MULTIDI
[8]  
BURKE BS, 1959, PEDIATRICS, V24, P922
[9]   CHATHAM BLOOD-PRESSURE STUDY - APPLICATION OF BAYESIAN GROWTH CURVE MODELS TO A LONGITUDINAL-STUDY OF BLOOD-PRESSURE IN CHILDREN [J].
DARBY, SC ;
FEARN, T .
INTERNATIONAL JOURNAL OF EPIDEMIOLOGY, 1979, 8 (01) :15-21
[10]   MAXIMUM LIKELIHOOD FROM INCOMPLETE DATA VIA EM ALGORITHM [J].
DEMPSTER, AP ;
LAIRD, NM ;
RUBIN, DB .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-METHODOLOGICAL, 1977, 39 (01) :1-38