Advances in Classification and Data Analysis (Studies in Classification, Data Analysis, and Knowledge Organization)
Contributors: Simone Borra (Editor); Roberto Rocci (Editor); Maurizio Vichi (Editor); Martin Schader (Editor)
Edition: 1 edition
Publisher: Springer
Published: March 26, 2001
Language: eng
Format: Paperback
Number of pages: 378
ISBN-13: 9783540414889
Subjects: Data capture & analysis; Economic theory & philosophy; Mathematics for scientists & engineers; Probability & statistics; Mathematics; Business/Economics; Probability & Statistics - General; Probability & Statistics - Multivariate Analysis; Business & Economics / Economics / Theory; Congresses; Mathematical statistics; Multivariate Analysis
Description: The volume presents new developments in classification and mulitivariate analysis. Topics that have been treated with considerable attention are Cluster Analysis, Discriminant Analysis, Proximity Structure Analysis, Multidimensional Scaling, Genetic Algorithms, Neural Networks, Factorial Methods, Textual Data Analysis, Regression Models, Non-parametric Methods, Spatial and Time Series Analysis. Readers will find new methodologies and algorithms in topics that are of central interest in modern statistics, with applications that demonstrate the usefulness of the proposed techniques.