Richly parameterized linear models: additive, time series, and spatial models using random effects
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Boca Raton, FL [u.a.]
Chapman and Hall/CRC
2014
|
| Schriftenreihe: | Texts in statistical science
|
| Schlagworte: | |
| Beschreibung: | Includes bibliographical references "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: | 1 Online-Ressource (XXXVIII, 431 S.) |
| ISBN: | 9781439866832 9781439866849 |
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 |
| 264 | 1 | |a Boca Raton, FL [u.a.] |b Chapman and Hall/CRC |c 2014 | |
| 300 | |a 1 Online-Ressource (XXXVIII, 431 S.) | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b c |2 rdamedia | ||
| 338 | |b cr |2 rdacarrier | ||
| 490 | 0 | |a Texts in statistical science | |
| 500 | |a Includes bibliographical references | ||
| 500 | |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"-- | ||
| 650 | 4 | |a Regression analysis / Textbooks | |
| 650 | 4 | |a Linear models (Statistics) / Textbooks | |
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Datensatz im Suchindex
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|---|---|
| any_adam_object | |
| author | Hodges, James S. |
| author_GND | (DE-588)170661229 |
| author_facet | Hodges, James S. |
| author_role | aut |
| author_sort | Hodges, James S. |
| author_variant | j s h js jsh |
| building | Verbundindex |
| bvnumber | BV041633346 |
| collection | ZDB-38-EBR |
| ctrlnum | (OCoLC)868795497 (DE-599)BVBBV041633346 |
| 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 | Mathematik |
| format | Electronic eBook |
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| id | DE-604.BV041633346 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T01:01:24Z |
| institution | BVB |
| isbn | 9781439866832 9781439866849 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-027074225 |
| oclc_num | 868795497 |
| open_access_boolean | |
| physical | 1 Online-Ressource (XXXVIII, 431 S.) |
| psigel | ZDB-38-EBR |
| publishDate | 2014 |
| publishDateSearch | 2014 |
| publishDateSort | 2014 |
| publisher | Chapman and Hall/CRC |
| record_format | marc |
| series2 | Texts in statistical science |
| 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 Boca Raton, FL [u.a.] Chapman and Hall/CRC 2014 1 Online-Ressource (XXXVIII, 431 S.) txt rdacontent c rdamedia cr rdacarrier Texts in statistical science Includes bibliographical references "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"-- Regression analysis / Textbooks Linear models (Statistics) / Textbooks Parametrisiertes System (DE-588)4770404-4 gnd rswk-swf Gemischtes Modell (DE-588)4156565-4 gnd rswk-swf Lineares Modell (DE-588)4134827-8 gnd rswk-swf Electronic books Parametrisiertes System (DE-588)4770404-4 s Lineares Modell (DE-588)4134827-8 s Gemischtes Modell (DE-588)4156565-4 s DE-604 |
| spellingShingle | Hodges, James S. Richly parameterized linear models additive, time series, and spatial models using random effects Regression analysis / Textbooks Linear models (Statistics) / Textbooks Parametrisiertes System (DE-588)4770404-4 gnd Gemischtes Modell (DE-588)4156565-4 gnd Lineares Modell (DE-588)4134827-8 gnd |
| subject_GND | (DE-588)4770404-4 (DE-588)4156565-4 (DE-588)4134827-8 |
| 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 |
| title_fullStr | Richly parameterized linear models additive, time series, and spatial models using random effects James S. Hodges |
| title_full_unstemmed | Richly parameterized linear models additive, time series, and spatial models using random effects James S. Hodges |
| 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 | Regression analysis / Textbooks Linear models (Statistics) / Textbooks Parametrisiertes System (DE-588)4770404-4 gnd Gemischtes Modell (DE-588)4156565-4 gnd Lineares Modell (DE-588)4134827-8 gnd |
| topic_facet | Regression analysis / Textbooks Linear models (Statistics) / Textbooks Parametrisiertes System Gemischtes Modell Lineares Modell |
| work_keys_str_mv | AT hodgesjamess richlyparameterizedlinearmodelsadditivetimeseriesandspatialmodelsusingrandomeffects |