Multivariate Probability - Hardcover

MCCOLL JOHN H.

Hardcover

ISBN 10: 8126545208 ISBN 13: 9788126545209

Publisher: Wiley, 2013

Synopsis

This book is a comprehensive guide to multivariate probability for students who have an elementary knowledge of probability and are ready to move on to more advanced concepts



Topics covered

A review of basic probability theory, including core ideas about random variables

Bivariate distributions and the general theory of random vectors

Relationships between random variables

Normal linear model and multivariate sampling distributions

Generating functions and convergence.

Each section is illustrated with numerous examples. Multivariate probability deliberately avoids a measure-theoretic approach in order to make these complex concepts easily accessible to a broad readership. Attention is restricted to discrete and (absolutely) continuous random variables. Although proofs are given of all the main results, this book is primarily intended to provide readers with the tools they require to build appropriate probability models for real-life situations. The usefulness of simulation in this respect is emphasized throughout the book.

Edition details

• Publisher: Wiley
• Publication date: 2013
• Language: English
• ISBN 10: 8126545208
• ISBN 13: 9788126545209
• Binding: Hardcover