CONSTRUCTION OF AGE-RELATED REFERENCE CENTILES USING ABSOLUTE RESIDUALS

被引:260
作者
ALTMAN, DG
机构
[1] Medical Statistics Laboratory, Imperial Cancer Research Fund, London, WC2A 3PX, P.O. Box 123, Lincoln's Inn Fields
关键词
D O I
10.1002/sim.4780121003
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
This paper proposes a simple approach to the parametric derivation of age-related reference ranges which avoids the creation of arbitrary age groups, copes easily with a non-linear relation between variability and age, and is computationally simple. After the mean is modelled as a function of age, the age-specific standard deviation is estimated by regressing the absolute residuals on age. The method assumes that the data are, or can be transformed to be, normal at each age, and uses the properties of the half normal distribution. An example is given using 450 measurements of fetal foot length.
引用
收藏
页码:917 / 924
页数:8
相关论文
共 18 条
[1]  
Aitkin M, 1987, APPL STAT-J ROY ST C, V36, P332, DOI DOI 10.2307/2347792
[2]  
ALTMAN DG, UNPUB CHARTS FETAL S
[3]   PLASMA ALPHA-FETOPROTEIN REFERENCE RANGES IN INFANCY - EFFECT OF PREMATURITY [J].
BLAIR, JI ;
CARACHI, R ;
GUPTA, R ;
SIM, FG ;
MCALLISTER, EJ ;
WESTON, R .
ARCHIVES OF DISEASE IN CHILDHOOD, 1987, 62 (04) :362-369
[4]  
BLAND JM, 1990, APPL STAT-J ROY ST C, V39, P229
[5]  
Carroll R., 1988, TRANSFORMATION WEIGH, DOI 10.1007/978-1-4899-2873-3
[6]   A NEW METHOD FOR CALCULATION OF HEIGHT CENTILES FOR PREADOLESCENT CHILDREN [J].
CHINN, S .
ANNALS OF HUMAN BIOLOGY, 1992, 19 (03) :221-232
[7]   ROBUST LOCALLY WEIGHTED REGRESSION AND SMOOTHING SCATTERPLOTS [J].
CLEVELAND, WS .
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1979, 74 (368) :829-836
[9]  
EFRON B, 1991, STAT SINICA, V1, P93
[10]   A NEW TEST FOR HETEROSKEDASTICITY [J].
GLEJSER, H .
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1969, 64 (325) :316-&