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...
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Cambridge :
Cambridge University Press,
2009.
|
| Ausgabe: | 2nd ed. |
| Schlagworte: | |
| Online-Zugang: | Volltext |
| Zusammenfassung: | 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. |
| Beschreibung: | 1 online resource (xiv, 442 pages) : illustrations |
| Bibliographie: | Includes bibliographical references and index. |
| ISBN: | 9780511650703 0511650701 9780511815867 0511815867 9780521112437 0521112435 1107384419 9781107384415 0511604149 9780511604140 0511603363 9780511603365 0511602588 9780511602580 |
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| contents | 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. |
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| spelling | Freedman, David, 1938-2008. https://id.oclc.org/worldcat/entity/E39PBJfrQf3DTqpgyg68kpCRKd http://id.loc.gov/authorities/names/n50025690 Statistical models : theory and practice / David A. Freedman. 2nd ed. Cambridge : Cambridge University Press, 2009. 1 online resource (xiv, 442 pages) : illustrations text txt rdacontent computer c rdamedia online resource cr rdacarrier Includes bibliographical references and index. Print version record. 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. 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. English. Linear models (Statistics) http://id.loc.gov/authorities/subjects/sh85077177 Bootstrap (Statistics) http://id.loc.gov/authorities/subjects/sh91004766 Mathematical statistics. http://id.loc.gov/authorities/subjects/sh85082133 Bootstrap (Statistique) MATHEMATICS Probability & Statistics General. bisacsh Bootstrap (Statistics) fast Linear models (Statistics) fast Mathematical statistics fast Statistisches Modell gnd http://d-nb.info/gnd/4121722-6 Regressionsanalyse gnd http://d-nb.info/gnd/4129903-6 has work: Statistical models (Text) https://id.oclc.org/worldcat/entity/E39PCGHrjY6MwwfB6vPqtDYGjK https://id.oclc.org/worldcat/ontology/hasWork Print version: Freedman, David, 1938-2008. Statistical models. 2nd ed. Cambridge : Cambridge University Press, 2009 9780521112437 (OCoLC)551436006 FWS01 ZDB-4-EBA FWS_PDA_EBA https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=304729 Volltext |
| 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) http://id.loc.gov/authorities/subjects/sh85077177 Bootstrap (Statistics) http://id.loc.gov/authorities/subjects/sh91004766 Mathematical statistics. http://id.loc.gov/authorities/subjects/sh85082133 Bootstrap (Statistique) MATHEMATICS Probability & Statistics General. bisacsh Bootstrap (Statistics) fast Linear models (Statistics) fast Mathematical statistics fast Statistisches Modell gnd http://d-nb.info/gnd/4121722-6 Regressionsanalyse gnd http://d-nb.info/gnd/4129903-6 |
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| 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) http://id.loc.gov/authorities/subjects/sh85077177 Bootstrap (Statistics) http://id.loc.gov/authorities/subjects/sh91004766 Mathematical statistics. http://id.loc.gov/authorities/subjects/sh85082133 Bootstrap (Statistique) MATHEMATICS Probability & Statistics General. bisacsh Bootstrap (Statistics) fast Linear models (Statistics) fast Mathematical statistics fast Statistisches Modell gnd http://d-nb.info/gnd/4121722-6 Regressionsanalyse gnd http://d-nb.info/gnd/4129903-6 |
| topic_facet | Linear models (Statistics) Bootstrap (Statistics) Mathematical statistics. Bootstrap (Statistique) MATHEMATICS Probability & Statistics General. Mathematical statistics Statistisches Modell Regressionsanalyse |
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