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Probability Theory I

Random Variables and Distributions

Language EnglishEnglish
Book Paperback
Book Probability Theory I Andrea Pascucci
Libristo code: 46021346
Publishers Springer, Berlin, October 2024
This book provides a concise yet rigorous introduction to probability theory. Among the possible app... Full description
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This book provides a concise yet rigorous introduction to probability theory. Among the possible approaches to the subject, the most modern approach based on measure theory has been chosen: although it requires a higher degree of mathematical abstraction and sophistication, it is essential to provide the foundations for the study of more advanced topics such as stochastic processes, stochastic differential calculus and statistical inference. The text originated from the teaching experience in probability and applied mathematics courses within the mathematics degree program at the University of Bologna; it is suitable for second- or third-year students in mathematics, physics, or other natural sciences, assuming multidimensional differential and integral calculus as a prerequisite. The four chapters cover the following topics: measures and probability spaces; random variables; sequences of random variables and limit theorems; and expectation and conditional distribution. The text includes a collection of solved exercises.

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About the book

Full name Probability Theory I
Language English
Binding Book - Paperback
Date of issue 2024
Number of pages 300
EAN 9783031631894
Libristo code 46021346
Publishers Springer, Berlin
Weight 684
Dimensions 155 x 235
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