Smoothing of multivariate data: density estimation and visualization
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Hoboken, N.J.
John Wiley & Sons
©2009
|
| Schriftenreihe: | Wiley series in probability and statistics
|
| Schlagworte: | |
| Online-Zugang: | FRO01 UBG01 Volltext |
| Beschreibung: | 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 |
| Beschreibung: | 1 Online-Ressource (xxvi, 603 pages) |
| ISBN: | 9781613446010 1613446012 9780470425671 0470425679 0470425660 9780470425664 |
Internformat
MARC
| LEADER | 00000nmm a2200000zc 4500 | ||
|---|---|---|---|
| 001 | BV043390152 | ||
| 003 | DE-604 | ||
| 005 | 00000000000000.0 | ||
| 007 | cr|uuu---uuuuu | ||
| 008 | 160222s2009 |||| o||u| ||||||eng d | ||
| 020 | |a 9781613446010 |c electronic bk. |9 978-1-61344-601-0 | ||
| 020 | |a 1613446012 |c electronic bk. |9 1-61344-601-2 | ||
| 020 | |a 9780470425671 |c electronic bk. |9 978-0-470-42567-1 | ||
| 020 | |a 0470425679 |c electronic bk. |9 0-470-42567-9 | ||
| 020 | |a 0470425660 |c electronic bk. |9 0-470-42566-0 | ||
| 020 | |a 9780470425664 |c electronic bk. |9 978-0-470-42566-4 | ||
| 024 | 7 | |a 10.1002/9780470425671 |2 doi | |
| 035 | |a (ZDB-35-WIC)ocn441875019 | ||
| 035 | |a (OCoLC)441875019 | ||
| 035 | |a (DE-599)BVBBV043390152 | ||
| 040 | |a DE-604 |b ger |e aacr | ||
| 041 | 0 | |a eng | |
| 049 | |a DE-861 | ||
| 082 | 0 | |a 519.5 |2 22 | |
| 084 | |a SK 830 |0 (DE-625)143259: |2 rvk | ||
| 100 | 1 | |a Klemelä, Jussi |e Verfasser |4 aut | |
| 245 | 1 | 0 | |a Smoothing of multivariate data |b density estimation and visualization |c Jussi Klemelä |
| 264 | 1 | |a Hoboken, N.J. |b John Wiley & Sons |c ©2009 | |
| 300 | |a 1 Online-Ressource (xxvi, 603 pages) | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b c |2 rdamedia | ||
| 338 | |b cr |2 rdacarrier | ||
| 490 | 0 | |a Wiley series in probability and statistics | |
| 500 | |a Includes bibliographical references (pages 575-590) and indexes | ||
| 500 | |a 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 | ||
| 650 | 7 | |a MATHEMATICS / Probability & Statistics / General |2 bisacsh | |
| 650 | 7 | |a Analysis of variance |2 fast | |
| 650 | 7 | |a Estimation theory |2 fast | |
| 650 | 7 | |a Smoothing (Statistics) |2 fast | |
| 650 | 4 | |a Smoothing (Statistics) | |
| 650 | 4 | |a Estimation theory | |
| 650 | 4 | |a Analysis of variance | |
| 650 | 0 | 7 | |a Visualisierung |0 (DE-588)4188417-6 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Glättung |0 (DE-588)4157404-7 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Dichteschätzung |0 (DE-588)4353528-8 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Multivariate Analyse |0 (DE-588)4040708-1 |2 gnd |9 rswk-swf |
| 689 | 0 | 0 | |a Multivariate Analyse |0 (DE-588)4040708-1 |D s |
| 689 | 0 | 1 | |a Glättung |0 (DE-588)4157404-7 |D s |
| 689 | 0 | 2 | |a Dichteschätzung |0 (DE-588)4353528-8 |D s |
| 689 | 0 | 3 | |a Visualisierung |0 (DE-588)4188417-6 |D s |
| 689 | 0 | |8 1\p |5 DE-604 | |
| 776 | 0 | 8 | |i Erscheint auch als |n Druck-Ausgabe, Hardcover |z 978-0-470-29088-0 |
| 776 | 0 | 8 | |i Erscheint auch als |n Druck-Ausgabe, Hardcover |z 0-470-29088-9 |
| 856 | 4 | 0 | |u https://onlinelibrary.wiley.com/doi/book/10.1002/9780470425671 |x Verlag |z URL des Erstveröffentlichers |3 Volltext |
| 912 | |a ZDB-35-WIC | ||
| 940 | 1 | |q UBG_PDA_WIC | |
| 999 | |a oai:aleph.bib-bvb.de:BVB01-028808736 | ||
| 883 | 1 | |8 1\p |a cgwrk |d 20201028 |q DE-101 |u https://d-nb.info/provenance/plan#cgwrk | |
| 966 | e | |u https://onlinelibrary.wiley.com/doi/book/10.1002/9780470425671 |l FRO01 |p ZDB-35-WIC |q FRO_PDA_WIC |x Verlag |3 Volltext | |
| 966 | e | |u https://onlinelibrary.wiley.com/doi/book/10.1002/9780470425671 |l UBG01 |p ZDB-35-WIC |q UBG_PDA_WIC |x Verlag |3 Volltext | |
Datensatz im Suchindex
| _version_ | 1804175964048982016 |
|---|---|
| any_adam_object | |
| author | Klemelä, Jussi |
| author_facet | Klemelä, Jussi |
| author_role | aut |
| author_sort | Klemelä, Jussi |
| author_variant | j k jk |
| building | Verbundindex |
| bvnumber | BV043390152 |
| classification_rvk | SK 830 |
| collection | ZDB-35-WIC |
| ctrlnum | (ZDB-35-WIC)ocn441875019 (OCoLC)441875019 (DE-599)BVBBV043390152 |
| dewey-full | 519.5 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 519 - Probabilities and applied mathematics |
| dewey-raw | 519.5 |
| dewey-search | 519.5 |
| dewey-sort | 3519.5 |
| dewey-tens | 510 - Mathematics |
| discipline | Mathematik |
| format | Electronic eBook |
| fullrecord | <?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>03511nmm a2200685zc 4500</leader><controlfield tag="001">BV043390152</controlfield><controlfield tag="003">DE-604</controlfield><controlfield tag="005">00000000000000.0</controlfield><controlfield tag="007">cr|uuu---uuuuu</controlfield><controlfield tag="008">160222s2009 |||| o||u| ||||||eng d</controlfield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9781613446010</subfield><subfield code="c">electronic bk.</subfield><subfield code="9">978-1-61344-601-0</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">1613446012</subfield><subfield code="c">electronic bk.</subfield><subfield code="9">1-61344-601-2</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9780470425671</subfield><subfield code="c">electronic bk.</subfield><subfield code="9">978-0-470-42567-1</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">0470425679</subfield><subfield code="c">electronic bk.</subfield><subfield code="9">0-470-42567-9</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">0470425660</subfield><subfield code="c">electronic bk.</subfield><subfield code="9">0-470-42566-0</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9780470425664</subfield><subfield code="c">electronic bk.</subfield><subfield code="9">978-0-470-42566-4</subfield></datafield><datafield tag="024" ind1="7" ind2=" "><subfield code="a">10.1002/9780470425671</subfield><subfield code="2">doi</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(ZDB-35-WIC)ocn441875019</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(OCoLC)441875019</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-599)BVBBV043390152</subfield></datafield><datafield tag="040" ind1=" " ind2=" "><subfield code="a">DE-604</subfield><subfield code="b">ger</subfield><subfield code="e">aacr</subfield></datafield><datafield tag="041" ind1="0" ind2=" "><subfield code="a">eng</subfield></datafield><datafield tag="049" ind1=" " ind2=" "><subfield code="a">DE-861</subfield></datafield><datafield tag="082" ind1="0" ind2=" "><subfield code="a">519.5</subfield><subfield code="2">22</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">SK 830</subfield><subfield code="0">(DE-625)143259:</subfield><subfield code="2">rvk</subfield></datafield><datafield tag="100" ind1="1" ind2=" "><subfield code="a">Klemelä, Jussi</subfield><subfield code="e">Verfasser</subfield><subfield code="4">aut</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Smoothing of multivariate data</subfield><subfield code="b">density estimation and visualization</subfield><subfield code="c">Jussi Klemelä</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">Hoboken, N.J.</subfield><subfield code="b">John Wiley & Sons</subfield><subfield code="c">©2009</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">1 Online-Ressource (xxvi, 603 pages)</subfield></datafield><datafield tag="336" ind1=" " ind2=" "><subfield code="b">txt</subfield><subfield code="2">rdacontent</subfield></datafield><datafield tag="337" ind1=" " ind2=" "><subfield code="b">c</subfield><subfield code="2">rdamedia</subfield></datafield><datafield tag="338" ind1=" " ind2=" "><subfield code="b">cr</subfield><subfield code="2">rdacarrier</subfield></datafield><datafield tag="490" ind1="0" ind2=" "><subfield code="a">Wiley series in probability and statistics</subfield></datafield><datafield tag="500" ind1=" " ind2=" "><subfield code="a">Includes bibliographical references (pages 575-590) and indexes</subfield></datafield><datafield tag="500" ind1=" " ind2=" "><subfield code="a">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</subfield></datafield><datafield tag="650" ind1=" " ind2="7"><subfield code="a">MATHEMATICS / Probability & Statistics / General</subfield><subfield code="2">bisacsh</subfield></datafield><datafield tag="650" ind1=" " ind2="7"><subfield code="a">Analysis of variance</subfield><subfield code="2">fast</subfield></datafield><datafield tag="650" ind1=" " ind2="7"><subfield code="a">Estimation theory</subfield><subfield code="2">fast</subfield></datafield><datafield tag="650" ind1=" " ind2="7"><subfield code="a">Smoothing (Statistics)</subfield><subfield code="2">fast</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Smoothing (Statistics)</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Estimation theory</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Analysis of variance</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Visualisierung</subfield><subfield code="0">(DE-588)4188417-6</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Glättung</subfield><subfield code="0">(DE-588)4157404-7</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Dichteschätzung</subfield><subfield code="0">(DE-588)4353528-8</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Multivariate Analyse</subfield><subfield code="0">(DE-588)4040708-1</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="689" ind1="0" ind2="0"><subfield code="a">Multivariate Analyse</subfield><subfield code="0">(DE-588)4040708-1</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2="1"><subfield code="a">Glättung</subfield><subfield code="0">(DE-588)4157404-7</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2="2"><subfield code="a">Dichteschätzung</subfield><subfield code="0">(DE-588)4353528-8</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2="3"><subfield code="a">Visualisierung</subfield><subfield code="0">(DE-588)4188417-6</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2=" "><subfield code="8">1\p</subfield><subfield code="5">DE-604</subfield></datafield><datafield tag="776" ind1="0" ind2="8"><subfield code="i">Erscheint auch als</subfield><subfield code="n">Druck-Ausgabe, Hardcover</subfield><subfield code="z">978-0-470-29088-0</subfield></datafield><datafield tag="776" ind1="0" ind2="8"><subfield code="i">Erscheint auch als</subfield><subfield code="n">Druck-Ausgabe, Hardcover</subfield><subfield code="z">0-470-29088-9</subfield></datafield><datafield tag="856" ind1="4" ind2="0"><subfield code="u">https://onlinelibrary.wiley.com/doi/book/10.1002/9780470425671</subfield><subfield code="x">Verlag</subfield><subfield code="z">URL des Erstveröffentlichers</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">ZDB-35-WIC</subfield></datafield><datafield tag="940" ind1="1" ind2=" "><subfield code="q">UBG_PDA_WIC</subfield></datafield><datafield tag="999" ind1=" " ind2=" "><subfield code="a">oai:aleph.bib-bvb.de:BVB01-028808736</subfield></datafield><datafield tag="883" ind1="1" ind2=" "><subfield code="8">1\p</subfield><subfield code="a">cgwrk</subfield><subfield code="d">20201028</subfield><subfield code="q">DE-101</subfield><subfield code="u">https://d-nb.info/provenance/plan#cgwrk</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://onlinelibrary.wiley.com/doi/book/10.1002/9780470425671</subfield><subfield code="l">FRO01</subfield><subfield code="p">ZDB-35-WIC</subfield><subfield code="q">FRO_PDA_WIC</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://onlinelibrary.wiley.com/doi/book/10.1002/9780470425671</subfield><subfield code="l">UBG01</subfield><subfield code="p">ZDB-35-WIC</subfield><subfield code="q">UBG_PDA_WIC</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield></record></collection> |
| id | DE-604.BV043390152 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T07:24:39Z |
| institution | BVB |
| isbn | 9781613446010 1613446012 9780470425671 0470425679 0470425660 9780470425664 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-028808736 |
| oclc_num | 441875019 |
| open_access_boolean | |
| owner | DE-861 |
| owner_facet | DE-861 |
| physical | 1 Online-Ressource (xxvi, 603 pages) |
| psigel | ZDB-35-WIC UBG_PDA_WIC ZDB-35-WIC FRO_PDA_WIC ZDB-35-WIC UBG_PDA_WIC |
| publishDate | 2009 |
| publishDateSearch | 2009 |
| publishDateSort | 2009 |
| publisher | John Wiley & Sons |
| record_format | marc |
| series2 | Wiley series in probability and statistics |
| 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 |