Regression analysis of count data:
Students in both social and natural sciences often seek regression methods to explain the frequency of events, such as visits to a doctor, auto accidents, or new patents awarded. This book, now in its second edition, provides the most comprehensive and up-to-date account of models and methods to int...
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| Main Authors: | , |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Cambridge
Cambridge University Press
2013
|
| Edition: | Second edition |
| Series: | Econometric society monographs
volume 53 |
| Subjects: | |
| Online Access: | BSB01 FHN01 UBG01 UBM01 UBT01 Volltext |
| Summary: | Students in both social and natural sciences often seek regression methods to explain the frequency of events, such as visits to a doctor, auto accidents, or new patents awarded. This book, now in its second edition, provides the most comprehensive and up-to-date account of models and methods to interpret such data. The authors combine theory and practice to make sophisticated methods of analysis accessible to researchers and practitioners working with widely different types of data and software in areas such as applied statistics, econometrics, marketing, operations research, actuarial studies, demography, biostatistics and quantitative social sciences. The new material includes new theoretical topics, an updated and expanded treatment of cross-section models, coverage of bootstrap-based and simulation-based inference, expanded treatment of time series, multivariate and panel data, expanded treatment of endogenous regressors, coverage of quantile count regression, and a new chapter on Bayesian methods |
| Physical Description: | 1 Online-Ressource (xxvii, 566 Seiten) |
| ISBN: | 9781139013567 |
| DOI: | 10.1017/CBO9781139013567 |
Staff View
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| id | DE-604.BV043695581 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T07:32:44Z |
| institution | BVB |
| isbn | 9781139013567 |
| language | English |
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| spelling | Cameron, Adrian Colin 1956- Verfasser (DE-588)12870022X aut Regression analysis of count data A. Colin Cameron, University of California, Davis, Pravin K. Trivedi, University of Queensland, Indiana University, Bloomington, Emeritus Second edition Cambridge Cambridge University Press 2013 1 Online-Ressource (xxvii, 566 Seiten) txt rdacontent c rdamedia cr rdacarrier Econometric society monographs volume 53 Students in both social and natural sciences often seek regression methods to explain the frequency of events, such as visits to a doctor, auto accidents, or new patents awarded. This book, now in its second edition, provides the most comprehensive and up-to-date account of models and methods to interpret such data. The authors combine theory and practice to make sophisticated methods of analysis accessible to researchers and practitioners working with widely different types of data and software in areas such as applied statistics, econometrics, marketing, operations research, actuarial studies, demography, biostatistics and quantitative social sciences. The new material includes new theoretical topics, an updated and expanded treatment of cross-section models, coverage of bootstrap-based and simulation-based inference, expanded treatment of time series, multivariate and panel data, expanded treatment of endogenous regressors, coverage of quantile count regression, and a new chapter on Bayesian methods Regression analysis Econometrics Ökonometrie (DE-588)4132280-0 gnd rswk-swf Regressionsanalyse (DE-588)4129903-6 gnd rswk-swf Regressionsanalyse (DE-588)4129903-6 s Ökonometrie (DE-588)4132280-0 s 1\p DE-604 Trivedi, Pravin K. 1943- Verfasser (DE-588)118054791 aut Erscheint auch als Druck-Ausgabe, Hardcover 978-1-107-01416-9 Erscheint auch als Druck-Ausgabe, Paperback 978-1-107-66727-3 Econometric society monographs volume 53 (DE-604)BV044732843 53 https://doi.org/10.1017/CBO9781139013567 Verlag URL des Erstveröffentlichers Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Cameron, Adrian Colin 1956- Trivedi, Pravin K. 1943- Regression analysis of count data Econometric society monographs Regression analysis Econometrics Ökonometrie (DE-588)4132280-0 gnd Regressionsanalyse (DE-588)4129903-6 gnd |
| subject_GND | (DE-588)4132280-0 (DE-588)4129903-6 |
| title | Regression analysis of count data |
| title_auth | Regression analysis of count data |
| title_exact_search | Regression analysis of count data |
| title_full | Regression analysis of count data A. Colin Cameron, University of California, Davis, Pravin K. Trivedi, University of Queensland, Indiana University, Bloomington, Emeritus |
| title_fullStr | Regression analysis of count data A. Colin Cameron, University of California, Davis, Pravin K. Trivedi, University of Queensland, Indiana University, Bloomington, Emeritus |
| title_full_unstemmed | Regression analysis of count data A. Colin Cameron, University of California, Davis, Pravin K. Trivedi, University of Queensland, Indiana University, Bloomington, Emeritus |
| title_short | Regression analysis of count data |
| title_sort | regression analysis of count data |
| topic | Regression analysis Econometrics Ökonometrie (DE-588)4132280-0 gnd Regressionsanalyse (DE-588)4129903-6 gnd |
| topic_facet | Regression analysis Econometrics Ökonometrie Regressionsanalyse |
| url | https://doi.org/10.1017/CBO9781139013567 |
| volume_link | (DE-604)BV044732843 |
| work_keys_str_mv | AT cameronadriancolin regressionanalysisofcountdata AT trivedipravink regressionanalysisofcountdata |