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The formal description of nonprecise data before their statistical analysis is, except for error models and interval arithmetic, a relatively young topic. Fuzziness is described in the theory of fuzzy sets but only a few papers on statistical inference for nonprecise data exist. In many cases, for example when very small concentrations are being measured, it is necessary to describe the imprecision of data. Otherwise, the results of statistical analysis can be unrealistic and misleading. Fortunately, there is a straightforward technique for dealing with nonprecise data. The technique the generalized inference method is explained in Statistical Methods for NonPrecise Data. Anyone who understands elementary statistical methods and simple stochastic models will be able to use this book to understand and work with nonprecise data.The book includes explanations of how to cope with nonprecise data in different practical situations, and makes an excellent graduate level text book for students, as well as a general reference for scientists and practitioners.Features
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