Smoothing of multivariate data: density estimation and visualization
Saved in:
| Main Author: | |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Hoboken, N.J.
John Wiley & Sons
©2009
|
| Series: | Wiley series in probability and statistics
|
| Subjects: | |
| Online Access: | FRO01 UBG01 Volltext |
| Item Description: | Includes bibliographical references (pages 575-590) and indexes An applied treatment of the key methods and state-of-the-art tools for visualizing and understanding statistical data. Smoothing of Multivariate Data provides an illustrative and hands-on approach to the multivariate aspects of density estimation, emphasizing the use of visualization tools. Rather than outlining the theoretical concepts of classification and regression, this book focuses on the procedures for estimating a multivariate distribution via smoothing. The author first provides an introduction to various visualization tools that can be used to construct representations of multivariat |
| Physical Description: | 1 Online-Ressource (xxvi, 603 pages) |
| ISBN: | 9781613446010 1613446012 9780470425671 0470425679 0470425660 9780470425664 |
Staff View
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Record in the Search Index
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| author | Klemelä, Jussi |
| author_facet | Klemelä, Jussi |
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| dewey-full | 519.5 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 519 - Probabilities and applied mathematics |
| dewey-raw | 519.5 |
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| dewey-sort | 3519.5 |
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| id | DE-604.BV043390152 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T07:24:39Z |
| institution | BVB |
| isbn | 9781613446010 1613446012 9780470425671 0470425679 0470425660 9780470425664 |
| language | English |
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| publisher | John Wiley & Sons |
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| spelling | Klemelä, Jussi Verfasser aut Smoothing of multivariate data density estimation and visualization Jussi Klemelä Hoboken, N.J. John Wiley & Sons ©2009 1 Online-Ressource (xxvi, 603 pages) txt rdacontent c rdamedia cr rdacarrier Wiley series in probability and statistics Includes bibliographical references (pages 575-590) and indexes An applied treatment of the key methods and state-of-the-art tools for visualizing and understanding statistical data. Smoothing of Multivariate Data provides an illustrative and hands-on approach to the multivariate aspects of density estimation, emphasizing the use of visualization tools. Rather than outlining the theoretical concepts of classification and regression, this book focuses on the procedures for estimating a multivariate distribution via smoothing. The author first provides an introduction to various visualization tools that can be used to construct representations of multivariat MATHEMATICS / Probability & Statistics / General bisacsh Analysis of variance fast Estimation theory fast Smoothing (Statistics) fast Smoothing (Statistics) Estimation theory Analysis of variance Visualisierung (DE-588)4188417-6 gnd rswk-swf Glättung (DE-588)4157404-7 gnd rswk-swf Dichteschätzung (DE-588)4353528-8 gnd rswk-swf Multivariate Analyse (DE-588)4040708-1 gnd rswk-swf Multivariate Analyse (DE-588)4040708-1 s Glättung (DE-588)4157404-7 s Dichteschätzung (DE-588)4353528-8 s Visualisierung (DE-588)4188417-6 s 1\p DE-604 Erscheint auch als Druck-Ausgabe, Hardcover 978-0-470-29088-0 Erscheint auch als Druck-Ausgabe, Hardcover 0-470-29088-9 https://onlinelibrary.wiley.com/doi/book/10.1002/9780470425671 Verlag URL des Erstveröffentlichers Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Klemelä, Jussi Smoothing of multivariate data density estimation and visualization MATHEMATICS / Probability & Statistics / General bisacsh Analysis of variance fast Estimation theory fast Smoothing (Statistics) fast Smoothing (Statistics) Estimation theory Analysis of variance Visualisierung (DE-588)4188417-6 gnd Glättung (DE-588)4157404-7 gnd Dichteschätzung (DE-588)4353528-8 gnd Multivariate Analyse (DE-588)4040708-1 gnd |
| subject_GND | (DE-588)4188417-6 (DE-588)4157404-7 (DE-588)4353528-8 (DE-588)4040708-1 |
| title | Smoothing of multivariate data density estimation and visualization |
| title_auth | Smoothing of multivariate data density estimation and visualization |
| title_exact_search | Smoothing of multivariate data density estimation and visualization |
| title_full | Smoothing of multivariate data density estimation and visualization Jussi Klemelä |
| title_fullStr | Smoothing of multivariate data density estimation and visualization Jussi Klemelä |
| title_full_unstemmed | Smoothing of multivariate data density estimation and visualization Jussi Klemelä |
| title_short | Smoothing of multivariate data |
| title_sort | smoothing of multivariate data density estimation and visualization |
| title_sub | density estimation and visualization |
| topic | MATHEMATICS / Probability & Statistics / General bisacsh Analysis of variance fast Estimation theory fast Smoothing (Statistics) fast Smoothing (Statistics) Estimation theory Analysis of variance Visualisierung (DE-588)4188417-6 gnd Glättung (DE-588)4157404-7 gnd Dichteschätzung (DE-588)4353528-8 gnd Multivariate Analyse (DE-588)4040708-1 gnd |
| topic_facet | MATHEMATICS / Probability & Statistics / General Analysis of variance Estimation theory Smoothing (Statistics) Visualisierung Glättung Dichteschätzung Multivariate Analyse |
| url | https://onlinelibrary.wiley.com/doi/book/10.1002/9780470425671 |
| work_keys_str_mv | AT klemelajussi smoothingofmultivariatedatadensityestimationandvisualization |