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Englisch
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Beschreibung
Emphasizing interpretation of results, this hands-on guide explains why, when, and how to use mixed models with your data.
Emphasizing interpretation of results, this hands-on guide explains why, when, and how to use mixed models with your data.
Über den Autor
Jos W. R. Twisk specializes in the methodological field of longitudinal data analysis and multilevel/mixed model analysis, about which he has written three textbooks. He has also authored a textbook on applied biostatistics in Dutch. He is director of the epidemiology Master's program of the Vrije Universiteit Medical Center, Amsterdam and Head of the Expertise Center for Applied Longitudinal Data Analysis. His main activities include applied methodological research, consulting, and teaching courses on mixed model analysis, longitudinal data analysis, multilevel analysis and applied basic statistics. He has authored and coauthored more than 650 peer-reviewed international papers.
Inhaltsverzeichnis
1. Introduction; 2. Basic principles of mixed model analysis; 3. What is gained by using mixed model analysis?; 4. Logistic mixed model analysis; 5. Mixed model analysis with other outcomes; 6. Explaining differences between groups; 7. Multivariable modelling; 8. Predictions based on mixed model analysis; 9. Mixed model analysis for longitudinal data; 10. Multivariate mixed model analysis; 11. Sample size calculations; 12. Some loose ends.
Details
| Erscheinungsjahr: | 2019 |
|---|---|
| Fachbereich: | Kommunikationswissenschaften |
| Genre: | Importe, Medienwissenschaften |
| Rubrik: | Wissenschaften |
| Medium: | Taschenbuch |
| Inhalt: | Kartoniert / Broschiert |
| ISBN-13: | 9781108727761 |
| ISBN-10: | 110872776X |
| Sprache: | Englisch |
| Einband: | Kartoniert / Broschiert |
| Autor: | Twisk, Jos W R |
| Auflage: | 2nd Revised edition |
| Hersteller: | Cambridge University Press |
| Verantwortliche Person für die EU: | Produktsicherheitsverantwortliche/r, Europaallee 1, D-36244 Bad Hersfeld, gpsr@libri.de |
| Maße: | 244 x 170 x 14 mm |
| Von/Mit: | Jos W R Twisk |
| Erscheinungsdatum: | 30.05.2019 |
| Gewicht: | 0,435 kg |
Über den Autor
Jos W. R. Twisk specializes in the methodological field of longitudinal data analysis and multilevel/mixed model analysis, about which he has written three textbooks. He has also authored a textbook on applied biostatistics in Dutch. He is director of the epidemiology Master's program of the Vrije Universiteit Medical Center, Amsterdam and Head of the Expertise Center for Applied Longitudinal Data Analysis. His main activities include applied methodological research, consulting, and teaching courses on mixed model analysis, longitudinal data analysis, multilevel analysis and applied basic statistics. He has authored and coauthored more than 650 peer-reviewed international papers.
Inhaltsverzeichnis
1. Introduction; 2. Basic principles of mixed model analysis; 3. What is gained by using mixed model analysis?; 4. Logistic mixed model analysis; 5. Mixed model analysis with other outcomes; 6. Explaining differences between groups; 7. Multivariable modelling; 8. Predictions based on mixed model analysis; 9. Mixed model analysis for longitudinal data; 10. Multivariate mixed model analysis; 11. Sample size calculations; 12. Some loose ends.
Details
| Erscheinungsjahr: | 2019 |
|---|---|
| Fachbereich: | Kommunikationswissenschaften |
| Genre: | Importe, Medienwissenschaften |
| Rubrik: | Wissenschaften |
| Medium: | Taschenbuch |
| Inhalt: | Kartoniert / Broschiert |
| ISBN-13: | 9781108727761 |
| ISBN-10: | 110872776X |
| Sprache: | Englisch |
| Einband: | Kartoniert / Broschiert |
| Autor: | Twisk, Jos W R |
| Auflage: | 2nd Revised edition |
| Hersteller: | Cambridge University Press |
| Verantwortliche Person für die EU: | Produktsicherheitsverantwortliche/r, Europaallee 1, D-36244 Bad Hersfeld, gpsr@libri.de |
| Maße: | 244 x 170 x 14 mm |
| Von/Mit: | Jos W R Twisk |
| Erscheinungsdatum: | 30.05.2019 |
| Gewicht: | 0,435 kg |
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