Practical multivariate analysis:
This is the sixth edition of a popular textbook on multivariate analysis. Well-regarded for its practical and accessible approach, with excellent examples and good guidance on computing, the book is particularly popular for teaching outside statistics, i.e. in epidemiology, social science, business,...
Gespeichert in:
| Hauptverfasser: | , , , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Boca Raton
CRC Press, Taylor & Francis Group
2021
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| Ausgabe: | Sixth edition, first issued in paperback |
| Schriftenreihe: | A Chapmann & Hall book
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| Schlagworte: | |
| Zusammenfassung: | This is the sixth edition of a popular textbook on multivariate analysis. Well-regarded for its practical and accessible approach, with excellent examples and good guidance on computing, the book is particularly popular for teaching outside statistics, i.e. in epidemiology, social science, business, etc. The sixth edition has been updated with a new chapter on data visualization, a distinction made between exploratory and confirmatory analyses and a new section on generalized estimating equations and many new updates throughout. This new edition will enable the book to continue as one of the leading textbooks in the area, particularly for non-statisticians. Key Features:Provides a comprehensive, practical and accessible introduction to multivariate analysis. Keeps mathematical details to a minimum, so particularly geared toward a non-statistical audience. Includes lots of detailed worked examples, guidance on computing, and exercises. Updated with a new chapter on data visualization |
| Beschreibung: | Part I: Preparation for Analysis. What is Multivariate Analysis? Characterizing Data for Analysis. Preparing for Data Analysis. Data Visualization. Data Screening and Transformations. Data Visualization. Selecting Appropriate Analyses. Part II: Regression Analysis. Simple Regression and Correlation. Multiple Regression and Correlation. Variable Selection in Regression. Special Regression Topics. Discriminat analysis. Logistic Regression. Regression Analysis with Survival Data. Principal Components Analysis. Factor Analysis. Cluster Analysis. Log-Linear Analysis. Correlated Outcomes Regression |
| Beschreibung: | xv, 418 Seiten Illustrationen, Diagramme 803 grams |
| ISBN: | 9781032088471 |
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| id | DE-604.BV047369593 |
| illustrated | Illustrated |
| index_date | 2024-07-03T17:44:14Z |
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| institution | BVB |
| isbn | 9781032088471 |
| language | English |
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| physical | xv, 418 Seiten Illustrationen, Diagramme 803 grams |
| publishDate | 2021 |
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| spelling | Afifi, Abdelmonem A. 1939- Verfasser (DE-588)128747528 aut Computer-aided multivariate analysis Practical multivariate analysis Sixth edition, first issued in paperback Boca Raton CRC Press, Taylor & Francis Group 2021 xv, 418 Seiten Illustrationen, Diagramme 803 grams txt rdacontent n rdamedia nc rdacarrier A Chapmann & Hall book Part I: Preparation for Analysis. What is Multivariate Analysis? Characterizing Data for Analysis. Preparing for Data Analysis. Data Visualization. Data Screening and Transformations. Data Visualization. Selecting Appropriate Analyses. Part II: Regression Analysis. Simple Regression and Correlation. Multiple Regression and Correlation. Variable Selection in Regression. Special Regression Topics. Discriminat analysis. Logistic Regression. Regression Analysis with Survival Data. Principal Components Analysis. Factor Analysis. Cluster Analysis. Log-Linear Analysis. Correlated Outcomes Regression This is the sixth edition of a popular textbook on multivariate analysis. Well-regarded for its practical and accessible approach, with excellent examples and good guidance on computing, the book is particularly popular for teaching outside statistics, i.e. in epidemiology, social science, business, etc. The sixth edition has been updated with a new chapter on data visualization, a distinction made between exploratory and confirmatory analyses and a new section on generalized estimating equations and many new updates throughout. This new edition will enable the book to continue as one of the leading textbooks in the area, particularly for non-statisticians. Key Features:Provides a comprehensive, practical and accessible introduction to multivariate analysis. Keeps mathematical details to a minimum, so particularly geared toward a non-statistical audience. Includes lots of detailed worked examples, guidance on computing, and exercises. Updated with a new chapter on data visualization Multivariate Analyse (DE-588)4040708-1 gnd rswk-swf Computerunterstütztes Verfahren (DE-588)4139030-1 gnd rswk-swf Multivariate Analyse (DE-588)4040708-1 s Computerunterstütztes Verfahren (DE-588)4139030-1 s DE-604 May, Susanne 1964- Verfasser (DE-588)128747595 aut Donatello, Robin A. Verfasser (DE-588)1200249879 aut Clark, Virginia 1928-2018 Verfasser (DE-588)128747536 aut Äquivalent Druck-Ausgabe, Hardcover 978-1-138-70222-6 Vorangegangen ist 978-1-439-81680-6 |
| spellingShingle | Afifi, Abdelmonem A. 1939- May, Susanne 1964- Donatello, Robin A. Clark, Virginia 1928-2018 Practical multivariate analysis Multivariate Analyse (DE-588)4040708-1 gnd Computerunterstütztes Verfahren (DE-588)4139030-1 gnd |
| subject_GND | (DE-588)4040708-1 (DE-588)4139030-1 |
| title | Practical multivariate analysis |
| title_alt | Computer-aided multivariate analysis |
| title_auth | Practical multivariate analysis |
| title_exact_search | Practical multivariate analysis |
| title_exact_search_txtP | Practical multivariate analysis |
| title_full | Practical multivariate analysis |
| title_fullStr | Practical multivariate analysis |
| title_full_unstemmed | Practical multivariate analysis |
| title_short | Practical multivariate analysis |
| title_sort | practical multivariate analysis |
| topic | Multivariate Analyse (DE-588)4040708-1 gnd Computerunterstütztes Verfahren (DE-588)4139030-1 gnd |
| topic_facet | Multivariate Analyse Computerunterstütztes Verfahren |
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