Statistical modeling for biomedical researchers: a simple introduction to the analysis of complex data
The second edition of this standard text guides biomedical researchers in the selection and use of advanced statistical methods and the presentation of results to clinical colleagues. It assumes no knowledge of mathematics beyond high school level and is accessible to anyone with an introductory bac...
Gespeichert in:
| Beteilige Person: | |
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| Format: | E-Book |
| Sprache: | Englisch |
| Veröffentlicht: |
Cambridge
Cambridge University Press
2009
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| Ausgabe: | Second edition. |
| Links: | https://doi.org/10.1017/CBO9780511575884 |
| Zusammenfassung: | The second edition of this standard text guides biomedical researchers in the selection and use of advanced statistical methods and the presentation of results to clinical colleagues. It assumes no knowledge of mathematics beyond high school level and is accessible to anyone with an introductory background in statistics. The Stata statistical software package is again used to perform the analyses, this time employing the much improved version 10 with its intuitive point and click as well as character-based commands. Topics covered include linear, logistic and Poisson regression, survival analysis, fixed-effects analysis of variance, and repeated-measure analysis of variance. Restricted cubic splines are used to model non-linear relationships. Each method is introduced in its simplest form and then extended to cover more complex situations. An appendix will help the reader select the most appropriate statistical methods for their data. The text makes extensive use of real data sets available at http://biostat.mc.vanderbilt.edu/dupontwd/wddtext/. |
| Umfang: | 1 Online-Ressource (xx, 522 Seiten) |
| ISBN: | 9780511575884 |
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| spelling | Dupont, William D. 1946- Statistical modeling for biomedical researchers a simple introduction to the analysis of complex data William D. Dupont Second edition. Cambridge Cambridge University Press 2009 1 Online-Ressource (xx, 522 Seiten) txt c cr The second edition of this standard text guides biomedical researchers in the selection and use of advanced statistical methods and the presentation of results to clinical colleagues. It assumes no knowledge of mathematics beyond high school level and is accessible to anyone with an introductory background in statistics. The Stata statistical software package is again used to perform the analyses, this time employing the much improved version 10 with its intuitive point and click as well as character-based commands. Topics covered include linear, logistic and Poisson regression, survival analysis, fixed-effects analysis of variance, and repeated-measure analysis of variance. Restricted cubic splines are used to model non-linear relationships. Each method is introduced in its simplest form and then extended to cover more complex situations. An appendix will help the reader select the most appropriate statistical methods for their data. The text makes extensive use of real data sets available at http://biostat.mc.vanderbilt.edu/dupontwd/wddtext/. Erscheint auch als Druck-Ausgabe 9780521614801 Erscheint auch als Druck-Ausgabe 9780521849524 |
| spellingShingle | Dupont, William D. 1946- Statistical modeling for biomedical researchers a simple introduction to the analysis of complex data |
| title | Statistical modeling for biomedical researchers a simple introduction to the analysis of complex data |
| title_auth | Statistical modeling for biomedical researchers a simple introduction to the analysis of complex data |
| title_exact_search | Statistical modeling for biomedical researchers a simple introduction to the analysis of complex data |
| title_full | Statistical modeling for biomedical researchers a simple introduction to the analysis of complex data William D. Dupont |
| title_fullStr | Statistical modeling for biomedical researchers a simple introduction to the analysis of complex data William D. Dupont |
| title_full_unstemmed | Statistical modeling for biomedical researchers a simple introduction to the analysis of complex data William D. Dupont |
| title_short | Statistical modeling for biomedical researchers |
| title_sort | statistical modeling for biomedical researchers a simple introduction to the analysis of complex data |
| title_sub | a simple introduction to the analysis of complex data |
| work_keys_str_mv | AT dupontwilliamd statisticalmodelingforbiomedicalresearchersasimpleintroductiontotheanalysisofcomplexdata |