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Applied probability = from random ex...

Girardin, Valerie.

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Applied probability = from random experiments to random sequences and statistics /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Applied probability/ by Valerie Girardin, Nikolaos Limnios.
Reminder of title:	from random experiments to random sequences and statistics /
Author:	Girardin, Valerie.
other author:	Limnios, N.
Published:	Cham :Springer International Publishing : : 2022.,
Description:	xv, 253 p. :ill., digital ;24 cm.
Contained By:	Springer Nature eBook
Subject:	Probabilities. -
Online resource:	https://doi.org/10.1007/978-3-030-97963-8
ISBN:	9783030979638

Applied probability = from random experiments to random sequences and statistics /
Girardin, Valerie.

Applied probabilityfrom random experiments to random sequences and statistics /[electronic resource] :by Valerie Girardin, Nikolaos Limnios. - Cham :Springer International Publishing :2022. - xv, 253 p. :ill., digital ;24 cm.

This textbook presents the basics of probability and statistical estimation, with a view to applications. The didactic presentation follows a path of increasing complexity with a constant concern for pedagogy, from the most classical formulas of probability theory to the asymptotics of independent random sequences and an introduction to inferential statistics. The necessary basics on measure theory are included to ensure the book is self-contained. Illustrations are provided from many applied fields, including information theory and reliability theory. Numerous examples and exercises in each chapter, all with solutions, add to the main content of the book. Written in an accessible yet rigorous style, the book is addressed to advanced undergraduate students in mathematics and graduate students in applied mathematics and statistics. It will also appeal to students and researchers in other disciplines, including computer science, engineering, biology, physics and economics, who are interested in a pragmatic introduction to the probability modeling of random phenomena.

ISBN: 9783030979638

Standard No.: 10.1007/978-3-030-97963-8doiSubjects--Topical Terms:

518889
Probabilities.

LC Class. No.: QA273

Dewey Class. No.: 519.2

Applied probability = from random experiments to random sequences and statistics /
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520 $a This textbook presents the basics of probability and statistical estimation, with a view to applications. The didactic presentation follows a path of increasing complexity with a constant concern for pedagogy, from the most classical formulas of probability theory to the asymptotics of independent random sequences and an introduction to inferential statistics. The necessary basics on measure theory are included to ensure the book is self-contained. Illustrations are provided from many applied fields, including information theory and reliability theory. Numerous examples and exercises in each chapter, all with solutions, add to the main content of the book. Written in an accessible yet rigorous style, the book is addressed to advanced undergraduate students in mathematics and graduate students in applied mathematics and statistics. It will also appeal to students and researchers in other disciplines, including computer science, engineering, biology, physics and economics, who are interested in a pragmatic introduction to the probability modeling of random phenomena.
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