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Probabilities and Random Variables

In: Uncertainty Quantification using R

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  • Eduardo Souza de Cursi

    (INSA Rouen Normandie)

Abstract

In this chapter, we present the fundamental elements of probability and statistics that are used in the book, namely the elements about random variables and random vectors, with particular attention to the use of R for the calculations. The classical topics of a standard course are considered, such as statistics, regression, correlations, confidence intervals, and hypothesis testing. We consider also random functions and random curves, as well as their generation, evaluation of means, and confidence intervals for such objects.

Suggested Citation

  • Eduardo Souza de Cursi, 2023. "Probabilities and Random Variables," International Series in Operations Research & Management Science, in: Uncertainty Quantification using R, chapter 0, pages 109-249, Springer.
    • Handle: RePEc:spr:isochp:978-3-031-17785-9_2
    DOI: 10.1007/978-3-031-17785-9_2
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