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Applied probabilityfrom random experiments to random sequences and statistics /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Applied probabilityby Valerie Girardin, Nikolaos Limnios.
其他題名:	from random experiments to random sequences and statistics /
作者:	Girardin, Valerie.
其他作者:	Limnios, N.
出版者:	Cham :Springer International Publishing :2022.
面頁冊數:	xv, 253 p. :ill., digital ;24 cm.
Contained By:	Springer Nature eBook
標題:	Probabilities.
電子資源:	https://doi.org/10.1007/978-3-030-97963-8
ISBN:	9783030979638$q(electronic bk.)

Applied probabilityfrom 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$q(electronic bk.)

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

182046
Probabilities.

LC Class. No.: QA273

Dewey Class. No.: 519.2

Applied probabilityfrom random experiments to random sequences and statistics /
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