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Sheppard's correction to the variance

Published online by Cambridge University Press:  11 August 2014

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Extract

The variance of a continuous frequency distribution is often calculated by concentrating the frequencies in intervals of width h at the mid-points (vide Kendall, Advanced Theory of Statistics, Vol. 1, §3.16). Under certain conditions this approximation can be corrected by subtracting from the calculated variance. This note gives an interpretation in elementary terms of the ‘reason’ for such a correction.

We consider three distributions, all having the same frequency in any one of the intervals of width h (Fig. 1):

C the original continuous distribution;

H where the frequency density is uniform within any one interval;

P where the frequency in an interval is concentrated at the mid-point.

Type
Research Article
Copyright
Copyright © Institute of Actuaries Students' Society 1948

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References

* This assumption is justified in the last paragraph.