Fundamentals of predictive analytics with JMP:
Saved in:
| Main Authors: | , |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Cary, NC
SAS Institute
December 2016
|
| Edition: | Second edition |
| Subjects: | |
| Physical Description: | xx, 384 Seiten Illustrationen, Diagramme |
| ISBN: | 9781629598567 |
Staff View
MARC
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| 100 | 1 | |a Klimberg, Ron |e Verfasser |4 aut | |
| 245 | 1 | 0 | |a Fundamentals of predictive analytics with JMP |c Ron Klimberg and B.D. McCullough |
| 250 | |a Second edition | ||
| 264 | 1 | |a Cary, NC |b SAS Institute |c December 2016 | |
| 300 | |a xx, 384 Seiten |b Illustrationen, Diagramme | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 505 | 8 | |a Introduction -- Statistics review -- Dirty data -- Data discovery with multivariate data -- Regression and ANOVA -- Logistic regression -- Principal components analysis -- Least absolute shrinkage and selection operator and elastic net -- Cluster analysis -- Decision trees -- k-Nearest neighbors -- Neural networks -- Bootstrap forests and boosted trees -- Model comparison -- Text mining -- Market basket analysis -- Statistical storytelling | |
| 650 | 4 | |a Datenverarbeitung | |
| 650 | 4 | |a Statistik | |
| 653 | |a JMP (Computer file) | ||
| 653 | 0 | |a Statistics / Graphic methods | |
| 653 | 0 | |a Mathematical statistics / Data processing | |
| 653 | 0 | |a Data mining | |
| 653 | |a JMP (Computer file) | ||
| 653 | 0 | |a Data mining | |
| 653 | 0 | |a Mathematical statistics / Data processing | |
| 653 | 0 | |a Statistics / Graphic methods | |
| 700 | 1 | |a McCullough, Bruce D. |d 1959- |e Verfasser |0 (DE-588)137796951 |4 aut | |
| 999 | |a oai:aleph.bib-bvb.de:BVB01-029808223 | ||
Record in the Search Index
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| any_adam_object | |
| author | Klimberg, Ron McCullough, Bruce D. 1959- |
| author_GND | (DE-588)137796951 |
| author_facet | Klimberg, Ron McCullough, Bruce D. 1959- |
| author_role | aut aut |
| author_sort | Klimberg, Ron |
| author_variant | r k rk b d m bd bdm |
| building | Verbundindex |
| bvnumber | BV044406285 |
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| contents | Introduction -- Statistics review -- Dirty data -- Data discovery with multivariate data -- Regression and ANOVA -- Logistic regression -- Principal components analysis -- Least absolute shrinkage and selection operator and elastic net -- Cluster analysis -- Decision trees -- k-Nearest neighbors -- Neural networks -- Bootstrap forests and boosted trees -- Model comparison -- Text mining -- Market basket analysis -- Statistical storytelling |
| ctrlnum | (OCoLC)1002235204 (DE-599)BVBBV044406285 |
| discipline | Wirtschaftswissenschaften |
| edition | Second edition |
| format | Book |
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| id | DE-604.BV044406285 |
| illustrated | Illustrated |
| indexdate | 2024-07-10T07:52:06Z |
| institution | BVB |
| isbn | 9781629598567 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-029808223 |
| oclc_num | 1002235204 |
| open_access_boolean | |
| owner | DE-188 |
| owner_facet | DE-188 |
| physical | xx, 384 Seiten Illustrationen, Diagramme |
| publishDate | 2016 |
| publishDateSearch | 2016 |
| publishDateSort | 2016 |
| publisher | SAS Institute |
| record_format | marc |
| spelling | Klimberg, Ron Verfasser aut Fundamentals of predictive analytics with JMP Ron Klimberg and B.D. McCullough Second edition Cary, NC SAS Institute December 2016 xx, 384 Seiten Illustrationen, Diagramme txt rdacontent n rdamedia nc rdacarrier Introduction -- Statistics review -- Dirty data -- Data discovery with multivariate data -- Regression and ANOVA -- Logistic regression -- Principal components analysis -- Least absolute shrinkage and selection operator and elastic net -- Cluster analysis -- Decision trees -- k-Nearest neighbors -- Neural networks -- Bootstrap forests and boosted trees -- Model comparison -- Text mining -- Market basket analysis -- Statistical storytelling Datenverarbeitung Statistik JMP (Computer file) Statistics / Graphic methods Mathematical statistics / Data processing Data mining McCullough, Bruce D. 1959- Verfasser (DE-588)137796951 aut |
| spellingShingle | Klimberg, Ron McCullough, Bruce D. 1959- Fundamentals of predictive analytics with JMP Introduction -- Statistics review -- Dirty data -- Data discovery with multivariate data -- Regression and ANOVA -- Logistic regression -- Principal components analysis -- Least absolute shrinkage and selection operator and elastic net -- Cluster analysis -- Decision trees -- k-Nearest neighbors -- Neural networks -- Bootstrap forests and boosted trees -- Model comparison -- Text mining -- Market basket analysis -- Statistical storytelling Datenverarbeitung Statistik |
| title | Fundamentals of predictive analytics with JMP |
| title_auth | Fundamentals of predictive analytics with JMP |
| title_exact_search | Fundamentals of predictive analytics with JMP |
| title_full | Fundamentals of predictive analytics with JMP Ron Klimberg and B.D. McCullough |
| title_fullStr | Fundamentals of predictive analytics with JMP Ron Klimberg and B.D. McCullough |
| title_full_unstemmed | Fundamentals of predictive analytics with JMP Ron Klimberg and B.D. McCullough |
| title_short | Fundamentals of predictive analytics with JMP |
| title_sort | fundamentals of predictive analytics with jmp |
| topic | Datenverarbeitung Statistik |
| topic_facet | Datenverarbeitung Statistik |
| work_keys_str_mv | AT klimbergron fundamentalsofpredictiveanalyticswithjmp AT mcculloughbruced fundamentalsofpredictiveanalyticswithjmp |