Probabilities and Random Variables

Eduardo Souza de Cursi ()
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Eduardo Souza de Cursi: INSA Rouen Normandie

Chapter Chapter 2 in Uncertainty Quantification using R, 2023, pp 109-249 from Springer

Abstract: 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.

Date: 2023
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Persistent link: https://EconPapers.repec.org/RePEc:spr:isochp:978-3-031-17785-9_2

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DOI: 10.1007/978-3-031-17785-9_2

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