Call Boomerang Books 1300 36 33 32

Description - Symbolic Data Analysis by Lynne Billard

With the advent of computers, very large datasets have become routine. Standard statistical methods don t have the power or flexibility to analyse these efficiently, and extract the required knowledge. An alternative approach is to summarize a large dataset in such a way that the resulting summary dataset is of a manageable size and yet retains as much of the knowledge in the original dataset as possible. One consequence of this is that the data may no longer be formatted as single values, but be represented by lists, intervals, distributions, etc. The summarized data have their own internal structure, which must be taken into account in any analysis. This text presents a unified account of symbolic data, how they arise, and how they are structured. The reader is introduced to symbolic analytic methods described in the consistent statistical framework required to carry out such a summary and subsequent analysis. Presents a detailed overview of the methods and applications of symbolic data analysis.Includes numerous real examples, taken from a variety of application areas, ranging from health and social sciences, to economics and computing.Features exercises at the end of each chapter, enabling the reader to develop their understanding of the theory.Provides a supplementary website featuring links to download the SODAS software developed exclusively for symbolic data analysis, data sets, and further material. Primarily aimed at statisticians and data analysts, Symbolic Data Analysis is also ideal for scientists working on problems involving large volumes of data from a range of disciplines, including computer science, health and the social sciences. There is also much of use to graduate students of statistical data analysis courses.

Buy Symbolic Data Analysis by Lynne Billard from Australia's Online Independent Bookstore, Boomerang Books.

Book Details

ISBN: 9780470090169
ISBN-10: 0470090162
Format: Hardback
(235mm x 168mm x 23mm)
Pages: 330
Imprint: John Wiley & Sons Ltd
Publisher: John Wiley and Sons Ltd
Publish Date: 1-Dec-2006
Country of Publication: United Kingdom

Book Reviews - Symbolic Data Analysis by Lynne Billard

» Have you read this book? We'd like to know what you think about it - write a review about Symbolic Data Analysis book by Lynne Billard and you'll earn 50c in Boomerang Bucks loyalty dollars (you must be a Boomerang Books Account Holder - it's free to sign up and there are great benefits!)

Write Review


Author Biography - Lynne Billard

Lynne Billard is a multi award winning University Professor of Statistics at the University of Georgia, USA. Her areas of interest include epidemic theory, AIDS, time series, sequential analysis, and symbolic data. A former President of the American Statistical Association as well as the ENAR Regional President and International President of the International Biometric Society, Professor Billard has co-edited 6 books, published over150 papers and been actively involved in many statistical societies and national committees. Edwin Diday is a Professor in Computer Science and Mathematics, at the Universite Paris Dauphine, France. He is the author or editor of 14 previous books. He is also the founder of the symbolic data analysis field, and has led numerous international research teams in the area.

Books By Lynne Billard

Exploring the Limits of Bootstrap by Lynne Billard
Hardback, April 1992
$302.36