Statistical models: theory and practice
This lively and engaging book explains the things you have to know in order to read empirical papers in the social and health sciences, as well as the techniques you need to build statistical models of your own. The discussion in the book is organized around published studies, as are many of the exe...
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| Main Author: | |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Cambridge
Cambridge University Press
2009
|
| Edition: | Revised edition |
| Subjects: | |
| Links: | https://doi.org/10.1017/CBO9780511815867 https://doi.org/10.1017/CBO9780511815867 https://doi.org/10.1017/CBO9780511815867 https://doi.org/10.1017/CBO9780511815867 https://doi.org/10.1017/CBO9780511815867 |
| Summary: | This lively and engaging book explains the things you have to know in order to read empirical papers in the social and health sciences, as well as the techniques you need to build statistical models of your own. The discussion in the book is organized around published studies, as are many of the exercises. Relevant journal articles are reprinted at the back of the book. Freedman makes a thorough appraisal of the statistical methods in these papers and in a variety of other examples. He illustrates the principles of modelling, and the pitfalls. The discussion shows you how to think about the critical issues - including the connection (or lack of it) between the statistical models and the real phenomena. The book is written for advanced undergraduates and beginning graduate students in statistics, as well as students and professionals in the social and health sciences |
| Item Description: | Ausgabevermerk aus dem Vorwort. In den Anbieterangaben als "Second edition" bezeichnet. Online-Version erschienen: Juni 2012 |
| Physical Description: | 1 Online-Ressource (xiv, 442 Seiten) Diagramme |
| ISBN: | 9780511815867 9780511601521 |
| DOI: | 10.1017/CBO9780511815867 |
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| spelling | Freedman, David 1938-2008 Verfasser (DE-588)132210819 aut Statistical models theory and practice David A. Freedman Revised edition Cambridge Cambridge University Press 2009 1 Online-Ressource (xiv, 442 Seiten) Diagramme txt rdacontent c rdamedia cr rdacarrier Ausgabevermerk aus dem Vorwort. In den Anbieterangaben als "Second edition" bezeichnet. Online-Version erschienen: Juni 2012 Observed studies and experiments -- The regression line -- Matrix algebra -- Multiple regression -- Multiple regression: Special topics -- Path models -- Maximum likelihood -- The bootstrap -- Simultaneous equations -- Issues in statistical modeling This lively and engaging book explains the things you have to know in order to read empirical papers in the social and health sciences, as well as the techniques you need to build statistical models of your own. The discussion in the book is organized around published studies, as are many of the exercises. Relevant journal articles are reprinted at the back of the book. Freedman makes a thorough appraisal of the statistical methods in these papers and in a variety of other examples. He illustrates the principles of modelling, and the pitfalls. The discussion shows you how to think about the critical issues - including the connection (or lack of it) between the statistical models and the real phenomena. The book is written for advanced undergraduates and beginning graduate students in statistics, as well as students and professionals in the social and health sciences Linear models (Statistics) Bootstrap (Statistics) Mathematical statistics Regressionsanalyse (DE-588)4129903-6 gnd rswk-swf Statistisches Modell (DE-588)4121722-6 gnd rswk-swf 1\p (DE-588)4123623-3 Lehrbuch gnd-content Statistisches Modell (DE-588)4121722-6 s Regressionsanalyse (DE-588)4129903-6 s 2\p DE-604 Erscheint auch als Druck-Ausgabe, Hardcover 978-0-521-11243-7 (DE-604)BV035746469 Erscheint auch als Druck-Ausgabe, Paperback 978-0-521-74385-3 (DE-604)BV035746469 https://doi.org/10.1017/CBO9780511815867 Verlag URL des Erstveröffentlichers 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 |
| spellingShingle | Freedman, David 1938-2008 Statistical models theory and practice Observed studies and experiments -- The regression line -- Matrix algebra -- Multiple regression -- Multiple regression: Special topics -- Path models -- Maximum likelihood -- The bootstrap -- Simultaneous equations -- Issues in statistical modeling Linear models (Statistics) Bootstrap (Statistics) Mathematical statistics Regressionsanalyse (DE-588)4129903-6 gnd Statistisches Modell (DE-588)4121722-6 gnd |
| subject_GND | (DE-588)4129903-6 (DE-588)4121722-6 (DE-588)4123623-3 |
| title | Statistical models theory and practice |
| title_auth | Statistical models theory and practice |
| title_exact_search | Statistical models theory and practice |
| title_full | Statistical models theory and practice David A. Freedman |
| title_fullStr | Statistical models theory and practice David A. Freedman |
| title_full_unstemmed | Statistical models theory and practice David A. Freedman |
| title_short | Statistical models |
| title_sort | statistical models theory and practice |
| title_sub | theory and practice |
| topic | Linear models (Statistics) Bootstrap (Statistics) Mathematical statistics Regressionsanalyse (DE-588)4129903-6 gnd Statistisches Modell (DE-588)4121722-6 gnd |
| topic_facet | Linear models (Statistics) Bootstrap (Statistics) Mathematical statistics Regressionsanalyse Statistisches Modell Lehrbuch |
| url | https://doi.org/10.1017/CBO9780511815867 |
| work_keys_str_mv | AT freedmandavid statisticalmodelstheoryandpractice |