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Mathematical Methods and Statistical Tables

In: Standards for Management Systems

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  • Herfried Kohl

Abstract

Management system standards come with requirements for measurements, quantifications, analysis and statistical methods. This chapter is designed to offer the reader guidance which mathematical concepts will be crucial in this context. It may be used as a refresher and for reference. The chapter offers not only a list of formulas, but includes an introduction to differential and integral calculus, linear algebra, probability theory, Bayesian analysis and properties of the most important probability density distributions. The chapter includes proof of the important central limit theorem, derivations of the Chi-square, t- and F-distributions and many other topics. A collection of statistical tables is included which are needed in the context of statistical tests and confidence interval calculations.

Suggested Citation

  • Herfried Kohl, 2020. "Mathematical Methods and Statistical Tables," Management for Professionals, in: Standards for Management Systems, chapter 0, pages 689-792, Springer.
    • Handle: RePEc:spr:mgmchp:978-3-030-35832-7_9
    DOI: 10.1007/978-3-030-35832-7_9
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