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The Resource Nonparametric function estimation, modeling, and simulation, James R. Thompson, Richard A. Tapia, (electronic resource)

Nonparametric function estimation, modeling, and simulation, James R. Thompson, Richard A. Tapia, (electronic resource)

Label
Nonparametric function estimation, modeling, and simulation
Title
Nonparametric function estimation, modeling, and simulation
Statement of responsibility
James R. Thompson, Richard A. Tapia
Creator
Contributor
Subject
Language
eng
Summary
Topics emphasized include nonparametric density estimation as an exploratory device plus the deeper models to which the exploratory analysis points, multi-dimensional data analysis, and analysis of remote sensing data, cancer progression, chaos theory, epidemiological modeling, and parallel based algorithms. New methods discussed are quick nonparametric density estimation based techniques for resampling and simulation based estimation techniques not requiring closed form solutions
Additional physical form
Also available in print version.
Cataloging source
CaBNVSL
Illustrations
illustrations
Index
index present
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
Target audience
adult
Nonparametric function estimation, modeling, and simulation, James R. Thompson, Richard A. Tapia, (electronic resource)
Label
Nonparametric function estimation, modeling, and simulation, James R. Thompson, Richard A. Tapia, (electronic resource)
Link
http://libproxy.rpi.edu/login?url=http://epubs.siam.org/ebooks/siam/other_titles_in_applied_mathematics/ot21
Publication
Related Contributor
Related Location
Related Agents
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Bibliography note
Includes bibliographical references and index
Color
black and white
Contents
Chapter 1. Historical background -- Chapter 2. Some approaches to nonparametric density estimation -- Chapter 3. Maximum likelihood density estimation -- Chapter 4. Maximum penalized likelihood density estimation -- Chapter 5. Discrete maximum penalized likelihood estimation -- Chapter 6. Nonparametric density of estimation in higher dimensions -- Chapter 7. Nonparametric regression and intensity function estimation -- Chapter 8. Model building and speculative data analysis -- Appendix I. An introduction to mathematical optimization theory -- Appendix II. Numerical solution of constrained optimization problems -- Appendix III. Optimization algorithms for noisy problems -- Appendix IV. A brief primer in simulation -- Index
http://library.link/vocab/cover_art
https://contentcafe2.btol.com/ContentCafe/Jacket.aspx?Return=1&Type=S&Value=9781611971712&userID=ebsco-test&password=ebsco-test
Dimensions
unknown
http://library.link/vocab/discovery_link
{'f': 'http://opac.lib.rpi.edu/record=b3128832'}
Extent
1 electronic text (xvi, 304 p.)
File format
multiple file formats
Form of item
online
Governing access note
Restricted to subscribers or individual electronic text purchasers
Isbn
9781611971712
Isbn Type
(electronic bk.)
Other physical details
ill., digital file.
Publisher number
OT21
Reformatting quality
access
Specific material designation
remote
System details
  • Mode of access: World Wide Web
  • System requirements: Adobe Acrobat Reader

Library Locations

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      110 8th St, Troy, NY, 12180, US
      42.729766 -73.682577
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