Applied regression modeling:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Hoboken, NJ
Wiley
2012
|
| Ausgabe: | 2nd ed |
| Schlagworte: | |
| Online-Zugang: | FRO01 UBG01 Volltext |
| Beschreibung: | Includes index "This book offers a practical, concise introduction to regression analysis for upper-level undergraduate students of diverse disciplines including, but not limited to statistics, the social and behavioral sciences, MBA, and vocational studies. The book's overall approach is strongly based on an abundant use of illustrations, examples, case studies, and graphics. It emphasizes major statistical software packages, including SPSS(r), Minitab(r), SAS(r), R, and R/S-PLUS(r). Detailed instructions for use of these packages, as well as for Microsoft Office Excel(r), are provided on a specially prepared and maintained author web site. Select software output appears throughout the text. To help readers understand, analyze, and interpret data and make informed decisions in uncertain settings, many of the examples and problems use real-life situations and settings. The book introduces modeling extensions that illustrate more advanced regression techniques, including logistic regression, Poisson regression, discrete choice models, multilevel models, Bayesian modeling, and time series and forecasting. New to this edition are more exercises, simplification of tedious topics (such as checking regression assumptions and model building), elimination of repetition, and inclusion of additional topics (such as variable selection methods, further regression diagnostic tests, and autocorrelation tests)"-- Includes bibliographical references and index |
| Beschreibung: | 1 Online-Ressource |
| ISBN: | 9781118345047 1118345045 9781118345023 1118345029 9781118345030 1118345037 9781118345054 1118345053 9781118274415 1118274415 9781283700283 128370028X |
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Datensatz im Suchindex
| _version_ | 1804175972397744128 |
|---|---|
| any_adam_object | |
| author | Pardoe, Iain |
| author_facet | Pardoe, Iain |
| author_role | aut |
| author_sort | Pardoe, Iain |
| author_variant | i p ip |
| building | Verbundindex |
| bvnumber | BV043394121 |
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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 | Mathematik Wirtschaftswissenschaften |
| edition | 2nd ed |
| format | Electronic eBook |
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| id | DE-604.BV043394121 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T07:24:47Z |
| institution | BVB |
| isbn | 9781118345047 1118345045 9781118345023 1118345029 9781118345030 1118345037 9781118345054 1118345053 9781118274415 1118274415 9781283700283 128370028X |
| language | English |
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| publishDate | 2012 |
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| publisher | Wiley |
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| spelling | Pardoe, Iain Verfasser aut Applied regression modeling Iain Pardoe 2nd ed Hoboken, NJ Wiley 2012 1 Online-Ressource txt rdacontent c rdamedia cr rdacarrier Includes index "This book offers a practical, concise introduction to regression analysis for upper-level undergraduate students of diverse disciplines including, but not limited to statistics, the social and behavioral sciences, MBA, and vocational studies. The book's overall approach is strongly based on an abundant use of illustrations, examples, case studies, and graphics. It emphasizes major statistical software packages, including SPSS(r), Minitab(r), SAS(r), R, and R/S-PLUS(r). Detailed instructions for use of these packages, as well as for Microsoft Office Excel(r), are provided on a specially prepared and maintained author web site. Select software output appears throughout the text. To help readers understand, analyze, and interpret data and make informed decisions in uncertain settings, many of the examples and problems use real-life situations and settings. The book introduces modeling extensions that illustrate more advanced regression techniques, including logistic regression, Poisson regression, discrete choice models, multilevel models, Bayesian modeling, and time series and forecasting. New to this edition are more exercises, simplification of tedious topics (such as checking regression assumptions and model building), elimination of repetition, and inclusion of additional topics (such as variable selection methods, further regression diagnostic tests, and autocorrelation tests)"-- Includes bibliographical references and index MATHEMATICS / Probability & Statistics / Regression Analysis bisacsh Regression analysis fast Statistics fast Statistik Regression analysis Statistics Regressionsanalyse (DE-588)4129903-6 gnd rswk-swf Electronic books Regressionsanalyse (DE-588)4129903-6 s 1\p DE-604 Erscheint auch als Druck-Ausgabe, Hardcover 978-1-118-09728-1 Erscheint auch als Druck-Ausgabe, Hardcover 1-118-09728-9 https://onlinelibrary.wiley.com/doi/book/10.1002/9781118345054 Verlag URL des Erstveröffentlichers Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Pardoe, Iain Applied regression modeling MATHEMATICS / Probability & Statistics / Regression Analysis bisacsh Regression analysis fast Statistics fast Statistik Regression analysis Statistics Regressionsanalyse (DE-588)4129903-6 gnd |
| subject_GND | (DE-588)4129903-6 |
| title | Applied regression modeling |
| title_auth | Applied regression modeling |
| title_exact_search | Applied regression modeling |
| title_full | Applied regression modeling Iain Pardoe |
| title_fullStr | Applied regression modeling Iain Pardoe |
| title_full_unstemmed | Applied regression modeling Iain Pardoe |
| title_short | Applied regression modeling |
| title_sort | applied regression modeling |
| topic | MATHEMATICS / Probability & Statistics / Regression Analysis bisacsh Regression analysis fast Statistics fast Statistik Regression analysis Statistics Regressionsanalyse (DE-588)4129903-6 gnd |
| topic_facet | MATHEMATICS / Probability & Statistics / Regression Analysis Regression analysis Statistics Statistik Regressionsanalyse |
| url | https://onlinelibrary.wiley.com/doi/book/10.1002/9781118345054 |
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