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Applied Smoothing Techniques for Data Analysis: The Kernel Approach with S-Plus Illustrations

by A. W. Bowman , Azzalini Bowman , Adrian W. Bowman
Save 17% Save 17%
Current price ₹20,477.00
Original price ₹24,573.00
Original price ₹24,573.00
Original price ₹24,573.00
(-17%)
₹20,477.00
Current price ₹20,477.00

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Book cover type: Hardcover
  • ISBN13: 9780198523963
  • Binding: Hardcover
  • Subject: N/A
  • Publisher: OUP Oxford
  • Publisher Imprint: OUP Oxford
  • Publication Date:
  • Pages: 204
  • Original Price: USD 190.0
  • Language: English
  • Edition: N/A
  • Item Weight: 427 grams
  • BISAC Subject(s): Mathematical Analysis

This book describes the use of smoothing techniques in statistics and includes both density estimation and nonparametric regression. Incorporating recent advances, it describes a variety of ways to apply these methods to practical problems. Although the emphasis is on using smoothing techniques to explore data graphically, the discussion also covers data analysis with nonparametric curves, as an extension of more standard parametric models. Intended as an introduction, with a focus on applications rather than on detailed theory, the book will be equally valuable for undergraduate and graduate students in statistics and for a wide range of scientists interested in statistical techniques.

The text makes extensive reference to S-Plus, a powerful computing environment for exploring data, and provides many S-Plus functions and example scripts. This material, however, is independent of the main body of text and may be skipped by readers not interested in S-Plus.

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