Applied Probability and Statistics

Mario Lefebvre

ISBN 10: 0387284540 / ISBN 13: 9780387284545

Published by Springer-Verlag New York Inc., US, 2006

About this Item

This text is designed for a one-semester course on Probability and Statistics. The exposition unfolds systematically from an introductory chapter to such topics as random variables and vectors, stochastic processes, estimation, testing and regression. The topics are well chosen and the presentation is enriched by many examples from real life. Following every chapter, the reader will find many original, solved and unsolved problems and hundreds of multiple choice questions, enabling those unfamiliar with the topics to master them. Additionally appealing are the interesting historical notes on the mathematicians mentioned throughout and a useful bibliography. A distinguishing character of the book is its thorough and succinct handling of the varied topics.

Seller Inventory # LU-9780387284545

Bibliographic Details

• Title: Applied Probability and Statistics
• Publisher: Springer-Verlag New York Inc., US
• Publication Date: 2006
• Language: English
• ISBN 10: 0387284540
• ISBN 13: 9780387284545
• Binding: Hardback
• Edition: 2006 ed.
• Condition: New

About this title

Synopsis

This book is based mainly on the lecture notes that I have been using since 1993 for a course on applied probability for engineers that I teach at the Ecole Polytechnique de Montreal. This course is given to electrical, computer and physics engineering students, and is normally taken during the second or third year of their curriculum. Therefore, we assume that the reader has acquired a basic knowledge of differential and integral calculus. The main objective of this textbook is to provide a reference that covers the topics that every student in pure or applied sciences, such as physics, computer science, engineering, etc., should learn in probability theory, in addition to the basic notions of stochastic processes and statistics. It is not easy to find a single work on all these topics that is both succinct and also accessible to non-mathematicians. Because the students, who for the most part have never taken a course on prob­ ability theory, must do a lot of exercises in order to master the material presented, I included a very large number of problems in the book, some of which are solved in detail. Most of the exercises proposed after each chapter are problems written es­ pecially for examinations over the years. They are not, in general, routine problems, like the ones found in numerous textbooks.

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