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 di...
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| Main Author: | |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Cambridge ; New York
Cambridge University Press
2011
|
| Edition: | 2nd ed |
| Subjects: | |
| 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 code are provided throughout the text, with additional code (plus SAS), derivations, and data provided on the book's website. Written for the practicing 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: | xviii, 553 p. ill |
Staff View
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| 520 | |a "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 code are provided throughout the text, with additional code (plus SAS), derivations, and data provided on the book's website. Written for the practicing 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"-- | ||
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Record in the Search Index
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| author | Hilbe, Joseph |
| author_facet | Hilbe, Joseph |
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| dewey-full | 519.2/4 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 519 - Probabilities and applied mathematics |
| dewey-raw | 519.2/4 |
| dewey-search | 519.2/4 |
| dewey-sort | 3519.2 14 |
| dewey-tens | 510 - Mathematics |
| discipline | Mathematik |
| edition | 2nd ed |
| format | Electronic eBook |
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| id | DE-604.BV045255026 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T08:12:56Z |
| institution | BVB |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-030643001 |
| oclc_num | 712560113 |
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| physical | xviii, 553 p. ill |
| psigel | ZDB-30-PAD |
| publishDate | 2011 |
| publishDateSearch | 2011 |
| publishDateSort | 2011 |
| publisher | Cambridge University Press |
| record_format | marc |
| spelling | Hilbe, Joseph Verfasser aut Negative binomial regression Joseph M. Hilbe 2nd ed Cambridge ; New York Cambridge University Press 2011 xviii, 553 p. ill 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 code are provided throughout the text, with additional code (plus SAS), derivations, and data provided on the book's website. Written for the practicing 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 1\p DE-604 ProQuest (Firm) Sonstige oth 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Hilbe, Joseph 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 |
| work_keys_str_mv | AT hilbejoseph negativebinomialregression AT proquestfirm negativebinomialregression |