Concepedia

THE TRANSFORMATION OF LOCAL LESION COUNTS FOR STATISTICAL ANALYSIS

A. Kleczkowski

Annals of Applied Biology · 1949 · 93 citations · 5 references

Concepts

Abstract

An analysis of the frequency distribution of local lesions, produced by viruses on half‐leaves of a number of plants, shows that their standard error increases with increasing mean. Hence analysis of variance and statistical tests of significance should not be applied to lesion numbers unless they are suitably transformed. The transformation into logarithms over‐corrects so that the standard error decreases with increasing mean. A satisfactory transformation is y = log 10 ( x + c ), where x is the number of lesions and c is a constant. A method is given of assessing c for different experiments. Great accuracy is not needed; in an experiment discussed in detail a satisfactory transformation is obtained with any value for c between 15 and 80. On individual plants the numbers of lesions formed on half‐leaves are distributed more or less normally, whereas their distribution about the common mean for many plants is skew and ‘leptokurtic’. The distribution of the transformed numbers is almost normal, both for individual plants and about the common mean for a number of plants.

References

5

Moments and Product Moments of Sampling Distributions

Ronald Aylmer Fisher · Proceedings of the London Mathematical Society · 1930

+4

285 citations

Local Lesions in Tobacco Mosaic

Francis O. Holmes · Botanical Gazette · 1929

+18

218 citations

The moments of the distribution for normal samples of measures of departure from normality

Ronald Aylmer Fisher · Proceedings of the Royal Society of London Series A Containing Papers of a Mathematical and Physical Character · 1930

155 citations