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Data Analysis.

The first part of this book is devoted to methods seeking relevant dimensions of data. The variables thus obtained provide a synthetic description which often results in a graphical representation of the data. After a general presentation of the discriminating analysis, the second part is devoted to...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Govaert, Gerard
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Hoboken : John Wiley & Sons, 2008.
Temas:
Acceso en línea:Texto completo

MARC

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245 1 0 |a Data Analysis. 
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505 0 |a Data Analysis; Contents; Preface; Chapter 1. Principal Component Analysis: Application to Statistical Process Control; Chapter 2. Correspondence Analysis: Extensions and Applications to the Statistical Analysis of Sensory Data; Chapter 3. Exploratory Projection Pursuit; Chapter 4. The Analysis of Proximity Data; Chapter 5. Statistical Modeling of Functional Data; Chapter 6. Discriminant Analysis; Chapter 7. Cluster Analysis; Chapter 8. Clustering and the Mixture Model; Chapter 9. Spatial Data Clustering; List of Authors; Index. 
520 |a The first part of this book is devoted to methods seeking relevant dimensions of data. The variables thus obtained provide a synthetic description which often results in a graphical representation of the data. After a general presentation of the discriminating analysis, the second part is devoted to clustering methods which constitute another method, often complementary to the methods described in the first part, to synthesize and to analyze the data. The book concludes by examining the links existing between data mining and data analysis. 
588 0 |a Print version record. 
504 |a Includes bibliographical references and index. 
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650 0 |a Mathematical statistics. 
650 0 |a Data mining. 
650 2 |a Data Mining 
650 6 |a Exploration de données (Informatique) 
650 7 |a Data mining  |2 fast 
650 7 |a Mathematical statistics  |2 fast 
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