Data Mining and Statistics for Decision Making

by Tuffery, Stéphane

Type Book

Rate 0.0 /5

Details

Files

Reviews

Download

Title Statements

Full title :Data Mining and Statistics for Decision Making / Stéphane Tufféry

Edition Statements

Publication Date:2011

Publication Statements

Publisher(s):John Wiley & Sons
Place of Publication:New York, NY
Language:eng
Publication Date:2011

Notes

Lizenzpflichtig

The Physical Object

Description:Online-Ressource.

Edition Identifiers

ISBN:9780470979167, 047097916X, 9780470979174, 0470979178, 9780470979280, 0470979283, 9786613373977, 6613373974
oclc:ocn716215543
LC Classification:QA76.9.D343
Dewey Decimal:510

Front Matter -- Overview of Data Mining -- The Development of a Data Mining Study -- Data Exploration and Preparation -- Using Commercial Data -- Statistical and Data Mining Software -- An Outline of Data Mining Methods -- Factor Analysis -- Neural Networks -- Cluster Analysis -- Association Analysis -- Classification and Prediction Methods -- An Application of Data Mining: Scoring -- Factors for Success in a Data Mining Project -- Text Mining -- Web Mining -- Appendix A: Elements of Statistics -- Appendix B: Further Reading -- Index.

Machine generated contents note: Preface -- Foreword -- Contents -- Overview of data mining -- 1.1. What is data mining? -- 1.2. What is data mining used for? -- 1.3. Data Mining and statistics -- 1.4. Data mining and information technology -- 1.5. Data mining and protection of personal data -- 1.6. Implementation of data mining -- The development of a data mining study -- 2.1. Defining the aims -- 2.2. Listing the existing data -- 2.3. Collecting the data -- 2.4. Exploring and preparing the data -- 2.5. Population segmentation -- 2.6. Drawing up and validating predictive models -- 2.7. Synthesizing predictive models of different segments -- 2.8. It…

Subjects

(Produktform)Electronic book text (VLB-Produktgruppen)TN000 (VLB-WN)9627: Nonbooks, PBS / Mathemati… Computers -- Database Management Data Mining Datenanalyse Exploration de données (Informatique) Prise de décision (Statistique) Statistical decision