Richly parameterized linear models: additive, time series, and spatial models using random effects
"This book covers a wide range of statistical models, including hierarchical, hierarchical generalized linear, linear mixed, dynamic linear, smoothing, spatial, and longitudinal. It presents a framework for expressing these richly parameterized models together as well as tools for exploring and...
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Boca Raton ; London ; New York
CRC Press, Talyor & Francis Group
[2014]
|
| Ausgabe: | Version Date: 20130730 |
| Schriftenreihe: | Chapman & Hall/CRC texts in statistical science series
A Chapman & Hall book |
| Schlagworte: | |
| Zusammenfassung: | "This book covers a wide range of statistical models, including hierarchical, hierarchical generalized linear, linear mixed, dynamic linear, smoothing, spatial, and longitudinal. It presents a framework for expressing these richly parameterized models together as well as tools for exploring and interpreting the results of fitting the models to data. It extends the standard theory of linear models and illustrates the advantages and disadvantages of various theories. The book also examines surprising or undesirable results arising in the use of the models to analyze real data sets from collaborative research".. |
| Beschreibung: | Includes bibliographical references (pages 413-424) and indexes |
| Beschreibung: | xxxviiii, 431 Seiten Illustrationen, Diagramme 24 cm |
| ISBN: | 9781439866832 143986683X |
Internformat
MARC
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| 100 | 1 | |a Hodges, James S. |e Verfasser |0 (DE-588)170661229 |4 aut | |
| 245 | 1 | 0 | |a Richly parameterized linear models |b additive, time series, and spatial models using random effects |c James S. Hodges, University of Minnesota, Minneapolis, USA |
| 250 | |a Version Date: 20130730 | ||
| 264 | 1 | |a Boca Raton ; London ; New York |b CRC Press, Talyor & Francis Group |c [2014] | |
| 264 | 4 | |c © 2014 | |
| 300 | |a xxxviiii, 431 Seiten |b Illustrationen, Diagramme |c 24 cm | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 490 | 0 | |a Chapman & Hall/CRC texts in statistical science series | |
| 490 | 0 | |a A Chapman & Hall book | |
| 500 | |a Includes bibliographical references (pages 413-424) and indexes | ||
| 520 | |a "This book covers a wide range of statistical models, including hierarchical, hierarchical generalized linear, linear mixed, dynamic linear, smoothing, spatial, and longitudinal. It presents a framework for expressing these richly parameterized models together as well as tools for exploring and interpreting the results of fitting the models to data. It extends the standard theory of linear models and illustrates the advantages and disadvantages of various theories. The book also examines surprising or undesirable results arising in the use of the models to analyze real data sets from collaborative research".. | ||
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Datensatz im Suchindex
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| author | Hodges, James S. |
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| building | Verbundindex |
| bvnumber | BV043851502 |
| callnumber-first | Q - Science |
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| callnumber-raw | QA278.2 |
| callnumber-search | QA278.2 |
| callnumber-sort | QA 3278.2 |
| callnumber-subject | QA - Mathematics |
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| dewey-full | 519.5/36 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 519 - Probabilities and applied mathematics |
| dewey-raw | 519.5/36 |
| dewey-search | 519.5/36 |
| dewey-sort | 3519.5 236 |
| dewey-tens | 510 - Mathematics |
| discipline | Soziologie Mathematik |
| edition | Version Date: 20130730 |
| format | Book |
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| id | DE-604.BV043851502 |
| illustrated | Illustrated |
| indexdate | 2024-07-10T07:36:44Z |
| institution | BVB |
| isbn | 9781439866832 143986683X |
| language | English |
| lccn | 013026053 |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-029261806 |
| oclc_num | 931306389 |
| open_access_boolean | |
| owner | DE-83 DE-521 DE-19 DE-BY-UBM |
| owner_facet | DE-83 DE-521 DE-19 DE-BY-UBM |
| physical | xxxviiii, 431 Seiten Illustrationen, Diagramme 24 cm |
| publishDate | 2014 |
| publishDateSearch | 2014 |
| publishDateSort | 2014 |
| publisher | CRC Press, Talyor & Francis Group |
| record_format | marc |
| series2 | Chapman & Hall/CRC texts in statistical science series A Chapman & Hall book |
| spelling | Hodges, James S. Verfasser (DE-588)170661229 aut Richly parameterized linear models additive, time series, and spatial models using random effects James S. Hodges, University of Minnesota, Minneapolis, USA Version Date: 20130730 Boca Raton ; London ; New York CRC Press, Talyor & Francis Group [2014] © 2014 xxxviiii, 431 Seiten Illustrationen, Diagramme 24 cm txt rdacontent n rdamedia nc rdacarrier Chapman & Hall/CRC texts in statistical science series A Chapman & Hall book Includes bibliographical references (pages 413-424) and indexes "This book covers a wide range of statistical models, including hierarchical, hierarchical generalized linear, linear mixed, dynamic linear, smoothing, spatial, and longitudinal. It presents a framework for expressing these richly parameterized models together as well as tools for exploring and interpreting the results of fitting the models to data. It extends the standard theory of linear models and illustrates the advantages and disadvantages of various theories. The book also examines surprising or undesirable results arising in the use of the models to analyze real data sets from collaborative research".. MATHEMATICS / Probability & Statistics / General bisacsh Regression analysis Textbooks Linear models (Statistics) Textbooks MATHEMATICS / Probability & Statistics / General Parametrisiertes System (DE-588)4770404-4 gnd rswk-swf Lineares Modell (DE-588)4134827-8 gnd rswk-swf Gemischtes Modell (DE-588)4156565-4 gnd rswk-swf Parametrisiertes System (DE-588)4770404-4 s Lineares Modell (DE-588)4134827-8 s Gemischtes Modell (DE-588)4156565-4 s DE-604 Erscheint auch als Online-Ausgabe 978-1-4398-6684-9 (DE-604)BV041633346 |
| spellingShingle | Hodges, James S. Richly parameterized linear models additive, time series, and spatial models using random effects MATHEMATICS / Probability & Statistics / General bisacsh Regression analysis Textbooks Linear models (Statistics) Textbooks MATHEMATICS / Probability & Statistics / General Parametrisiertes System (DE-588)4770404-4 gnd Lineares Modell (DE-588)4134827-8 gnd Gemischtes Modell (DE-588)4156565-4 gnd |
| subject_GND | (DE-588)4770404-4 (DE-588)4134827-8 (DE-588)4156565-4 |
| title | Richly parameterized linear models additive, time series, and spatial models using random effects |
| title_auth | Richly parameterized linear models additive, time series, and spatial models using random effects |
| title_exact_search | Richly parameterized linear models additive, time series, and spatial models using random effects |
| title_full | Richly parameterized linear models additive, time series, and spatial models using random effects James S. Hodges, University of Minnesota, Minneapolis, USA |
| title_fullStr | Richly parameterized linear models additive, time series, and spatial models using random effects James S. Hodges, University of Minnesota, Minneapolis, USA |
| title_full_unstemmed | Richly parameterized linear models additive, time series, and spatial models using random effects James S. Hodges, University of Minnesota, Minneapolis, USA |
| title_short | Richly parameterized linear models |
| title_sort | richly parameterized linear models additive time series and spatial models using random effects |
| title_sub | additive, time series, and spatial models using random effects |
| topic | MATHEMATICS / Probability & Statistics / General bisacsh Regression analysis Textbooks Linear models (Statistics) Textbooks MATHEMATICS / Probability & Statistics / General Parametrisiertes System (DE-588)4770404-4 gnd Lineares Modell (DE-588)4134827-8 gnd Gemischtes Modell (DE-588)4156565-4 gnd |
| topic_facet | MATHEMATICS / Probability & Statistics / General Regression analysis Textbooks Linear models (Statistics) Textbooks Parametrisiertes System Lineares Modell Gemischtes Modell |
| work_keys_str_mv | AT hodgesjamess richlyparameterizedlinearmodelsadditivetimeseriesandspatialmodelsusingrandomeffects |