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Estimating volumes from systematic hyperplane sections

Published online by Cambridge University Press:  14 July 2016

Luis-M. Cruz-Orive*
Affiliation:
University of Berne
*
Postal address: Anatomisches Institut der Universität Bern, Bühlstrasse 26, Postfach 139, CH-3000 Berne 9, Switzerland.

Abstract

A theory for volume estimation from independent, unbounded plane probes is available. In practice, however, probes cannot be unbounded and independent at the same time, hence the interest of systematic sectioning. Previous empirical studies on real specimens showed that the mean square error of a volume ratio estimator obtained from m systematic sections behaved roughly as m–3 for small m. This drastic increase in efficiency with respect to independent sectioning prompted us to develop some theoretical models in this paper. We study specimens consisting of two ellipsoids in Rn. In virtue of an invariance result, an ellipsoid–ellipsoid model can be studied via a simple model consisting of two concentric n-balls. Explicit results are obtained for n = 1 and n = 3. In the latter case the bias and the mean square error of the relevant volume ratio estimator are both shown to be of O (m–4).

Type
Research Papers
Copyright
Copyright © Applied Probability Trust 1985 

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Footnotes

This paper is dedicated to Professor Luis A. Santaló on his seventy-fourth birthday.

References

Cruz-Orive, L. M. (1980) On the estimation of particle number. J. Microsc. 120, 1527.CrossRefGoogle ScholarPubMed
Cruz-Orive, L. M. and Myking, A. O. (1981) Stereological estimation of volume ratios by systematic sections. J. Microsc. 122, 143157.Google Scholar