Empirical model building: data, models, and reality
Saved in:
| Main Author: | |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Hoboken, N.J.
John Wiley & Sons
c2011
|
| Edition: | 2nd ed |
| Series: | Wiley series in probability and statistics
794 |
| Subjects: | |
| Item Description: | Includes bibliographical references and index "This book presents a hands-on approach to the basic principles of empirical model building through the shrewd mixture of differential equations, computer-intensive methods, and data in a single-volume. It includes a series of real-world statistical problems illustrating modeling skills and techniques that are applicable to a broad range of audiences from applied statisticians to practicing MBAs. It covers models of growth and decay, systems where competition and interaction add to the complexity of the model, and discusses both classical and non-classical data analysis methods, alongside an extended list of more than twenty essential topics. The author also includes numerous exercises, an emphasis on computational finance and Bayesian techniques, and timely discussions of epidemics, quality control, and chaos in a dynamic world"-- |
| Physical Description: | xvii, 430 p. |
| ISBN: | 9780470467039 9781118109625 |
Staff View
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| author | Thompson, James R. 1938- |
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| dewey-full | 519.5/7 |
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| dewey-raw | 519.5/7 |
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| dewey-tens | 510 - Mathematics |
| discipline | Mathematik |
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| institution | BVB |
| isbn | 9780470467039 9781118109625 |
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| publisher | John Wiley & Sons |
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| spelling | Thompson, James R. 1938- Verfasser aut Empirical model building data, models, and reality James R. Thompson 2nd ed Hoboken, N.J. John Wiley & Sons c2011 xvii, 430 p. txt rdacontent c rdamedia cr rdacarrier Wiley series in probability and statistics 794 Includes bibliographical references and index "This book presents a hands-on approach to the basic principles of empirical model building through the shrewd mixture of differential equations, computer-intensive methods, and data in a single-volume. It includes a series of real-world statistical problems illustrating modeling skills and techniques that are applicable to a broad range of audiences from applied statisticians to practicing MBAs. It covers models of growth and decay, systems where competition and interaction add to the complexity of the model, and discusses both classical and non-classical data analysis methods, alongside an extended list of more than twenty essential topics. The author also includes numerous exercises, an emphasis on computational finance and Bayesian techniques, and timely discussions of epidemics, quality control, and chaos in a dynamic world"-- Mathematisches Modell Experimental design Mathematical models Mathematical statistics Sozialwissenschaften (DE-588)4055916-6 gnd rswk-swf Statistisches Modell (DE-588)4121722-6 gnd rswk-swf Mathematisches Modell (DE-588)4114528-8 gnd rswk-swf Modellierung (DE-588)4170297-9 gnd rswk-swf Statistik (DE-588)4056995-0 gnd rswk-swf 1\p (DE-588)4522595-3 Fallstudiensammlung gnd-content Sozialwissenschaften (DE-588)4055916-6 s Mathematisches Modell (DE-588)4114528-8 s 2\p DE-604 Modellierung (DE-588)4170297-9 s Statistik (DE-588)4056995-0 s 3\p DE-604 Statistisches Modell (DE-588)4121722-6 s 4\p DE-604 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 | Thompson, James R. 1938- Empirical model building data, models, and reality Mathematisches Modell Experimental design Mathematical models Mathematical statistics Sozialwissenschaften (DE-588)4055916-6 gnd Statistisches Modell (DE-588)4121722-6 gnd Mathematisches Modell (DE-588)4114528-8 gnd Modellierung (DE-588)4170297-9 gnd Statistik (DE-588)4056995-0 gnd |
| subject_GND | (DE-588)4055916-6 (DE-588)4121722-6 (DE-588)4114528-8 (DE-588)4170297-9 (DE-588)4056995-0 (DE-588)4522595-3 |
| title | Empirical model building data, models, and reality |
| title_auth | Empirical model building data, models, and reality |
| title_exact_search | Empirical model building data, models, and reality |
| title_full | Empirical model building data, models, and reality James R. Thompson |
| title_fullStr | Empirical model building data, models, and reality James R. Thompson |
| title_full_unstemmed | Empirical model building data, models, and reality James R. Thompson |
| title_short | Empirical model building |
| title_sort | empirical model building data models and reality |
| title_sub | data, models, and reality |
| topic | Mathematisches Modell Experimental design Mathematical models Mathematical statistics Sozialwissenschaften (DE-588)4055916-6 gnd Statistisches Modell (DE-588)4121722-6 gnd Mathematisches Modell (DE-588)4114528-8 gnd Modellierung (DE-588)4170297-9 gnd Statistik (DE-588)4056995-0 gnd |
| topic_facet | Mathematisches Modell Experimental design Mathematical models Mathematical statistics Sozialwissenschaften Statistisches Modell Modellierung Statistik Fallstudiensammlung |
| work_keys_str_mv | AT thompsonjamesr empiricalmodelbuildingdatamodelsandreality |