Exploratory data analysis with MATLAB. (©2005)

• Record Type: Book
• Further Information: Note: Wendy L. Martinez, Angel R. Martinez.
• Other Names: Martinez, Wendy L; Martinez, Angel R
• Contents: INTRODUCTION TO EXPLORATORY DATA ANALYSIS; Introduction to Exploratory Data Analysis; EDA AS PATTERN DISCOVERY; Dimensionality Reduction - Linear Methods; Dimensionality Reduction - Nonlinear Methods; Data Tours; Finding Clusters; Model-Based Clustering; Smoothing Scatterplots; GRAPHICAL METHODS FOR EDA; Visualizing Clusters; Distribution Shapes; Multivariate Visualization; APPENDIX A: PROXIMITY MEASURES; APPENDIX B: SOFTWARE RESOURCES FOR EDA; APPENDIX C: DESCRIPTION OF DATA SETS; APPENDIX D: INTRODUCTION TO MATLAB; APPENDIX E: MATLAB FUNCTIONS
• Publisher Details: Boca Raton, Fla : Chapman & Hall/CRC
• Publication Date: 2005
• Copyright Date: 2005
• Extent: 1 online resource (xv, 405 pages), illustrations
• Subjects: 519.5/35; Multivariate analysis; Mathematical statistics; Automatic Data Processing; Statistics as Topic -- methods; Mathematics; MATHEMATICS -- Probability & Statistics -- Multivariate Analysis; Mathematical statistics; Multivariate analysis; Electronic books
• Languages: English
• ISBNs: 0203483375; 9780203483374; 1584883669; 9781584883661; 1280226226; 9781280226229
• Notes: Note: Includes bibliographical references (pages 377-393) and index.; Note: Print version record.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.