Sr. Bonellie et Gm. Raab, A COMPARISON OF DIFFERENT APPROACHES FOR FITTING GENTILE CURVES TO BIRTH-WEIGHT DATA, Statistics in medicine, 15(24), 1996, pp. 2657-2667
Centile charts, plotted by week of gestational age, are widely used cl
inically to decide whether a child is 'small-for-dates', indicating th
at there may have been some cause of intra-uterine growth retardation.
A variety of different statistical techniques have been proposed for
constructing centile charts. Some methods are distribution free and wo
rk on the basis of obtaining and then smoothing the empirical centiles
. In others the centiles are calculated assuming a Normal distribution
either of the raw data or of transformed data. In Scotland the detail
s of each maternity admission are entered onto an SMR2 form and these
records are stored centrally by the Scottish Health Service. A data se
t consisting of all live births occurring in Scottish hospitals betwee
n 1980 and 1992 is used to compare different approaches to constructin
g centile charts.