The Statistical Analysis of Categorical Data:
Saved in:
| Main Author: | |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Berlin, Heidelberg
Springer Berlin Heidelberg
1990
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| Subjects: | |
| Online Access: | Volltext |
| Item Description: | The aim of this book is to give an up to date account of the most commonly uses statist i cal models for categoriCal data. The emphasis is on the connection between theory and appIications to real data sets. The book only covers models for categorical data. Various n:t0dels for mixed continuous and categorical data are thus excluded. The book is written as a textbook, although many methods and results are quite recent. This should imply, that the book can be used for a graduate course in categorical data analysis. With this aim in mind chapters 3 to 12 are concluded with a set of exer eises. In many cases, the data sets are those data sets, which were not included in the examples of the book, although they at one point in time were regarded as potential can didates for an example. A certain amount of general knowledge of statistical theory is necessary to fully benefit from the book. A summary of the basic statistical concepts deemed necessary pre requisites is given in chapter 2. The mathematical level is only moderately high, but the account in chapter 3 of basic properties of exponential families and the parametric multinomial distribution is made as mathematical preeise as possible without going into mathematical details and leaving out most proofs |
| Physical Description: | 1 Online-Ressource (IX, 523p. 41 illus) |
| ISBN: | 9783642972256 9783642972270 |
| DOI: | 10.1007/978-3-642-97225-6 |
Staff View
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Record in the Search Index
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| isbn | 9783642972256 9783642972270 |
| language | English |
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| spelling | Andersen, Erling B. Verfasser aut The Statistical Analysis of Categorical Data by Erling B. Andersen Berlin, Heidelberg Springer Berlin Heidelberg 1990 1 Online-Ressource (IX, 523p. 41 illus) txt rdacontent c rdamedia cr rdacarrier The aim of this book is to give an up to date account of the most commonly uses statist i cal models for categoriCal data. The emphasis is on the connection between theory and appIications to real data sets. The book only covers models for categorical data. Various n:t0dels for mixed continuous and categorical data are thus excluded. The book is written as a textbook, although many methods and results are quite recent. This should imply, that the book can be used for a graduate course in categorical data analysis. With this aim in mind chapters 3 to 12 are concluded with a set of exer eises. In many cases, the data sets are those data sets, which were not included in the examples of the book, although they at one point in time were regarded as potential can didates for an example. A certain amount of general knowledge of statistical theory is necessary to fully benefit from the book. A summary of the basic statistical concepts deemed necessary pre requisites is given in chapter 2. The mathematical level is only moderately high, but the account in chapter 3 of basic properties of exponential families and the parametric multinomial distribution is made as mathematical preeise as possible without going into mathematical details and leaving out most proofs Statistics Economics / Statistics Economics Statistics for Business/Economics/Mathematical Finance/Insurance Economic Theory Statistik Wirtschaft Datenanalyse (DE-588)4123037-1 gnd rswk-swf Statistische Analyse (DE-588)4116599-8 gnd rswk-swf Qualitative Daten (DE-588)4176592-8 gnd rswk-swf Kontingenztafelanalyse (DE-588)4201359-8 gnd rswk-swf Statistik (DE-588)4056995-0 gnd rswk-swf Kategoriale Daten (DE-588)4327512-6 gnd rswk-swf 1\p (DE-588)4123623-3 Lehrbuch gnd-content Qualitative Daten (DE-588)4176592-8 s Kontingenztafelanalyse (DE-588)4201359-8 s 2\p DE-604 Datenanalyse (DE-588)4123037-1 s Statistik (DE-588)4056995-0 s 3\p DE-604 Kategoriale Daten (DE-588)4327512-6 s Statistische Analyse (DE-588)4116599-8 s 4\p DE-604 https://doi.org/10.1007/978-3-642-97225-6 Verlag Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 2\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 3\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 4\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Andersen, Erling B. The Statistical Analysis of Categorical Data Statistics Economics / Statistics Economics Statistics for Business/Economics/Mathematical Finance/Insurance Economic Theory Statistik Wirtschaft Datenanalyse (DE-588)4123037-1 gnd Statistische Analyse (DE-588)4116599-8 gnd Qualitative Daten (DE-588)4176592-8 gnd Kontingenztafelanalyse (DE-588)4201359-8 gnd Statistik (DE-588)4056995-0 gnd Kategoriale Daten (DE-588)4327512-6 gnd |
| subject_GND | (DE-588)4123037-1 (DE-588)4116599-8 (DE-588)4176592-8 (DE-588)4201359-8 (DE-588)4056995-0 (DE-588)4327512-6 (DE-588)4123623-3 |
| title | The Statistical Analysis of Categorical Data |
| title_auth | The Statistical Analysis of Categorical Data |
| title_exact_search | The Statistical Analysis of Categorical Data |
| title_full | The Statistical Analysis of Categorical Data by Erling B. Andersen |
| title_fullStr | The Statistical Analysis of Categorical Data by Erling B. Andersen |
| title_full_unstemmed | The Statistical Analysis of Categorical Data by Erling B. Andersen |
| title_short | The Statistical Analysis of Categorical Data |
| title_sort | the statistical analysis of categorical data |
| topic | Statistics Economics / Statistics Economics Statistics for Business/Economics/Mathematical Finance/Insurance Economic Theory Statistik Wirtschaft Datenanalyse (DE-588)4123037-1 gnd Statistische Analyse (DE-588)4116599-8 gnd Qualitative Daten (DE-588)4176592-8 gnd Kontingenztafelanalyse (DE-588)4201359-8 gnd Statistik (DE-588)4056995-0 gnd Kategoriale Daten (DE-588)4327512-6 gnd |
| topic_facet | Statistics Economics / Statistics Economics Statistics for Business/Economics/Mathematical Finance/Insurance Economic Theory Statistik Wirtschaft Datenanalyse Statistische Analyse Qualitative Daten Kontingenztafelanalyse Kategoriale Daten Lehrbuch |
| url | https://doi.org/10.1007/978-3-642-97225-6 |
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