A comparison of statistical methods for age-related reference intervals

被引:84
作者
Wright, EM
Royston, P
机构
[1] Royal Postgraduate Medical School, London
[2] Dept. of Med. Stat. and Evaluation, Royal Postgraduate Medical School, Hammersmith Hospital, London, W12 0NN, Du Cane Road
关键词
centile estimation; density estimation; nonparametric quantile regression; normal distribution; normalizing transformations; normal ranges; reference intervals;
D O I
10.1111/1467-985X.00045
中图分类号
O1 [数学]; C [社会科学总论];
学科分类号
03 [法学]; 0303 [社会学]; 0701 [数学]; 070101 [基础数学];
摘要
Age-specific reference intervals are commonly used in the routine monitoring of individuals, where interest lies in the detection of extreme values, possibly indicating abnormality. Here, a review is given of the wide range of statistical techniques which have been proposed far the construction of these intervals and issues such as the estimation of confidence bands and goodness of fit are discussed. Three methods, thought to be the most widely applied approaches, are considered in more detail. Comparisons are made on the basis of reference interval estimation for three real data sets.
引用
收藏
页码:47 / 69
页数:23
相关论文
共 58 条
[1]
ALBRT A, 1987, MULTIVARIATE INTERPR
[2]
CONSTRUCTION OF AGE-RELATED REFERENCE CENTILES USING ABSOLUTE RESIDUALS [J].
ALTMAN, DG .
STATISTICS IN MEDICINE, 1993, 12 (10) :917-924
[3]
Atkinson A. C., 1985, PLOTS TRANSFORMATION
[4]
BLAND JM, 1990, APPL STAT, V36, P229
[5]
BONELLIE SR, 1996, IN PRESS STAT MED
[6]
AN ANALYSIS OF TRANSFORMATIONS [J].
BOX, GEP ;
COX, DR .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1964, 26 (02) :211-252
[7]
CAMPBELL S, 1971, J OBSTET GYN BR COMM, V78, P513
[8]
CHENG RCH, 1987, J ROY STAT SOC B MET, V49, P95
[9]
CHENG RCH, 1990, J ROY STAT SOC B MET, V52, P135
[10]
A NEW METHOD FOR CALCULATION OF HEIGHT CENTILES FOR PREADOLESCENT CHILDREN [J].
CHINN, S .
ANNALS OF HUMAN BIOLOGY, 1992, 19 (03) :221-232