Negative binomial regression:
This second edition of Hilbe's Negative Binomial Regression is a substantial enhancement to the popular first edition. The only text devoted entirely to the negative binomial model and its many variations, nearly every model discussed in the literature is addressed. The theoretical and distribu...
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| Main Author: | |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Cambridge
Cambridge University Press
2011
|
| Edition: | Second edition |
| Subjects: | |
| Online Access: | BSB01 FHN01 UBM01 Volltext |
| Summary: | This second edition of Hilbe's Negative Binomial Regression is a substantial enhancement to the popular first edition. The only text devoted entirely to the negative binomial model and its many variations, nearly every model discussed in the literature is addressed. The theoretical and distributional background of each model is discussed, together with examples of their construction, application, interpretation and evaluation. Complete Stata and R codes are provided throughout the text, with additional code (plus SAS), derivations and data provided on the book's website. Written for the practising researcher, the text begins with an examination of risk and rate ratios, and of the estimating algorithms used to model count data. The book then gives an in-depth analysis of Poisson regression and an evaluation of the meaning and nature of overdispersion, followed by a comprehensive analysis of the negative binomial distribution and of its parameterizations into various models for evaluating count data |
| Physical Description: | 1 online resource (xviii, 553 pages) |
| ISBN: | 9780511973420 |
| DOI: | 10.1017/CBO9780511973420 |
Staff View
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| dewey-full | 519.2/4 |
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| discipline | Mathematik Wirtschaftswissenschaften |
| doi_str_mv | 10.1017/CBO9780511973420 |
| edition | Second edition |
| format | Electronic eBook |
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| id | DE-604.BV043943563 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T07:39:19Z |
| institution | BVB |
| isbn | 9780511973420 |
| language | English |
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| spelling | Hilbe, Joseph M. 1944-2017 Verfasser (DE-588)128751851 aut Negative binomial regression Joseph M. Hilbe Second edition Cambridge Cambridge University Press 2011 1 online resource (xviii, 553 pages) txt rdacontent c rdamedia cr rdacarrier This second edition of Hilbe's Negative Binomial Regression is a substantial enhancement to the popular first edition. The only text devoted entirely to the negative binomial model and its many variations, nearly every model discussed in the literature is addressed. The theoretical and distributional background of each model is discussed, together with examples of their construction, application, interpretation and evaluation. Complete Stata and R codes are provided throughout the text, with additional code (plus SAS), derivations and data provided on the book's website. Written for the practising researcher, the text begins with an examination of risk and rate ratios, and of the estimating algorithms used to model count data. The book then gives an in-depth analysis of Poisson regression and an evaluation of the meaning and nature of overdispersion, followed by a comprehensive analysis of the negative binomial distribution and of its parameterizations into various models for evaluating count data Negative binomial distribution Poisson algebras Negative Binomialverteilung (DE-588)4194810-5 gnd rswk-swf Regressionsanalyse (DE-588)4129903-6 gnd rswk-swf Negative Binomialverteilung (DE-588)4194810-5 s Regressionsanalyse (DE-588)4129903-6 s DE-604 Erscheint auch als Druck-Ausgabe 978-0-521-19815-8 https://doi.org/10.1017/CBO9780511973420 Verlag URL des Erstveröffentlichers Volltext |
| spellingShingle | Hilbe, Joseph M. 1944-2017 Negative binomial regression Negative binomial distribution Poisson algebras Negative Binomialverteilung (DE-588)4194810-5 gnd Regressionsanalyse (DE-588)4129903-6 gnd |
| subject_GND | (DE-588)4194810-5 (DE-588)4129903-6 |
| title | Negative binomial regression |
| title_auth | Negative binomial regression |
| title_exact_search | Negative binomial regression |
| title_full | Negative binomial regression Joseph M. Hilbe |
| title_fullStr | Negative binomial regression Joseph M. Hilbe |
| title_full_unstemmed | Negative binomial regression Joseph M. Hilbe |
| title_short | Negative binomial regression |
| title_sort | negative binomial regression |
| topic | Negative binomial distribution Poisson algebras Negative Binomialverteilung (DE-588)4194810-5 gnd Regressionsanalyse (DE-588)4129903-6 gnd |
| topic_facet | Negative binomial distribution Poisson algebras Negative Binomialverteilung Regressionsanalyse |
| url | https://doi.org/10.1017/CBO9780511973420 |
| work_keys_str_mv | AT hilbejosephm negativebinomialregression |