Constructing time‐specific reference ranges
- 1 May 1991
- journal article
- clinical trial
- Published by Wiley in Statistics in Medicine
- Vol. 10 (5) , 675-690
- https://doi.org/10.1002/sim.4780100502
Abstract
Reference ranges which take time (such as age) into account are often required in medicine, but simple, systematic and efficient statistical methods for constructing them are lacking. A method is described which is based on low order polynomial curves (linear, quadratic or occasionally cubic), together with guidelines for when and how to apply a logarithmic transformation to the variable analysed, testing for departures from normality, and assessment of the adequacy of the reference range which is constructed from the regression line plus or minus a multiple of the standard deviation. Standard statistical packages may be used to carry out the calculations. The question of comparing two or more groups of patients is addressed. Three examples are discussed in detail.Keywords
This publication has 15 references indexed in Scilit:
- Estimation of reference ranges from normal samplesStatistics in Medicine, 1991
- Maximum likelihood estimation of reference centilesStatistics in Medicine, 1990
- STROKE DISTANCE IN ACUTE MYOCARDIAL INFARCTTON: A SIMPLE MEASUREMENT OF LEFT VENTRICULAR FUNCTIONThe Lancet, 1989
- Blood lipid concentrations and other cardiovascular risk factors: distribution, prevalence, and detection in BritainBMJ, 1988
- Modelling Variance Heterogeneity in Normal Regression Using GLIMJournal of the Royal Statistical Society Series C: Applied Statistics, 1987
- Assessment of cardiac output by the Doppler ultrasound technique alone.Heart, 1985
- Serum immunoglobulin concentrations in preschool children measured by laser nephelometry: reference ranges for IgG, IgA, IgM.Journal of Clinical Pathology, 1983
- A Simple Method for Evaluating the Shapiro-Francia W' Test of Non-NormalityJournal of the Royal Statistical Society: Series D (The Statistician), 1983
- An Extension of Shapiro and Wilk's W Test for Normality to Large SamplesJournal of the Royal Statistical Society Series C: Applied Statistics, 1982
- An Approximate Analysis of Variance Test for NormalityJournal of the American Statistical Association, 1972