A Modern Introduction to Probability and Statistics: Understanding Why and How (Springer Texts in Statistics)

Dekking, F.M.; Kraaikamp, C.; Lopuhaä, H.P.; Meester, L.E.

ISBN 10: 1852338962 / ISBN 13: 9781852338961

Published by Springer, 2005

About this Item

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Bibliographic Details

• Title: A Modern Introduction to Probability and Statistics: Understanding Why and How (Springer Texts in Statistics)
• Publisher: Springer
• Publication Date: 2005
• Language: English
• ISBN 10: 1852338962
• ISBN 13: 9781852338961
• Binding: Hardcover
• Condition: very_good

About this title

Synopsis

Many current texts in the area are just cookbooks and, as a result, students do not know why they perform the methods they are taught, or why the methods work. The strength of this book is that it readdresses these shortcomings; by using examples, often from real life and using real data, the authors show how the fundamentals of probabilistic and statistical theories arise intuitively. 

A Modern Introduction to Probability and Statistics has numerous quick exercises to give direct feedback to students. In addition there are over 350 exercises, half of which have answers, of which half have full solutions. A website gives access to the data files used in the text, and, for instructors, the remaining solutions. The only pre-requisite is a first course in calculus; the text covers standard statistics and probability material, and develops beyond traditional parametric models to the Poisson process, and on to modern methods such as the bootstrap.

About the Author

Michel Dekking, Cor Kraaikamp, Rik Lopuhaä and Ludolf Meester are professors in the Department of Applied Mathematics at TU Delft, The Netherlands. The material in this book has been successfully taught there for several years, and at the University of Leiden, The Netherlands, and Wesleyan University, USA, since 2003.