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Statistical properties of local stereological estimators
Hájek, Tadeáš ; Pawlas, Zbyněk (advisor) ; Beneš, Viktor (referee)
In this thesis statistical properties of local stereological estimators of par- ticle volume are investigated. The emphasis is on the estimation of the va- riance of the local estimator and its components - the variance due to the variability in the particle size distribution and the variance due to the lo- cal stereological procedures. Various ways of estimation for independent and correlated particles are presented. Results of simulation studies for both inde- pendent and correlated ellipsoidal-shaped particles are presented. Described estimators are demonstrated on real biological data. Comprehensive theory that leads to the local stereological estimators of volume is presented too. 1

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