Minimizing the Fundamental Sampling Error in Sampling Protocols

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Authors: Maxime A. Pitard, Francis F. Pitard
Cited by: 0

Abstract

The Fundamental Sampling Error FSE is the only error that is never zero because it is generated by the intrinsic heterogeneity of a particulate solid; furthermore, through comminution processes, the smaller the largest fragment size becomes, the larger the liberation factor. Fortunately, the factor d 3 is likely to decrease much faster than ℓ increases. Therefore, changing d through comminution can provide a means to minimize the variance of the Fundamental Sampling Error. In this chapter we review all the practical applications of Gy’s formula, used to produce sampling protocols in accordance with a carefully determined objective, and to evaluate the precision of a protocol used by others.

Fields of Study & Subjects

Water Quality and Resources Studies Statistical Methods in Clinical Trials Statistical Methods and Bayesian Inference

Publication details

Pages
207–228
Publication date
2 January 2026
Language
EN
Document type
Book chapter