Screen LibraryMultivariate nonparametric regression and visualization : with R and applications to finance /
"This book uniquely utilizes visualization tools to explain and study statistical learning methods. Covering classification and regression, the book is divided into two parts. First, various visualization methods are introduced and explained. Here, the reader is presented with applications of v...
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| Main Authors: | |
|---|---|
| Published: |
Wiley,
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| Publisher Address: | Hoboken, New Jersey : |
| Publication Dates: | [2014] |
| Literature type: | Book |
| Language: | English |
| Series: |
Wiley series in computational statistics
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| Subjects: | |
| Summary: |
"This book uniquely utilizes visualization tools to explain and study statistical learning methods. Covering classification and regression, the book is divided into two parts. First, various visualization methods are introduced and explained. Here, the reader is presented with applications of visualization techniques to learning samples (including projection pursuit, graphical matrices, and parallel coordinate plots) as well as functions, and sets. Next, the author provides a "toolbox" that contains formal definitions of the methods applied in the book and then proceeds to present visualizat |
| Carrier Form: | xxiii, 367 pages : illustrations (chiefly color) ; 25 cm. |
| Bibliography: | Includes bibliographical references and indexes. |
| ISBN: |
9780470384428 (hardback) : 0470384425 (hardback) |
| Index Number: | HG176 |
| CLC: | F83-05 |
| Call Number: | F83-05/K647 |