• Produktbild: Applied Longitudinal Analysis
  • Produktbild: Applied Longitudinal Analysis

Applied Longitudinal Analysis

159,99 €

inkl. gesetzl. MwSt., Versandkostenfrei


Beschreibung

Produktdetails

Einband

Gebundene Ausgabe

Erscheinungsdatum

30.08.2011

Abbildungen

Graphs: 51 B&W, 0 Color

Verlag

John Wiley & Sons Inc

Seitenzahl

752

Maße (L/B/H)

24,3/16,7/4,2 cm

Gewicht

1186 g

Auflage

2nd Revised edition

Sprache

Englisch

ISBN

978-0-470-38027-7

Beschreibung

Rezension

"The text is well organized and clearly written. It is accessible to researchers with varying levels of statistical expertise, with plenty of data examples that make reading and learning enjoyable. I recommend it to biostatisticians as well as to clinicians and other health researchers who may not have much statistical training . . . Applied Longitudinal Analysisis generally my first recommendation when asked for a valuable resource in the field due to the breadth of topics covered and its practical utility." ( Journal of Biopharmaceutical Statistics , 1 January 2013) "The book also serves as a valuable reference for researchers and professionals in the medical, public health, and pharmaceutical fields, as well as those in social and behavioral sciences who would like to learn more about analysing longitudinal data." ( Zentralblatt MATH , 2012) "This book provides very broad coverage of modern methods for longitudinal data analysis from an applied perspective ... I highly recommend this book to statisticians and quantitative researchers who encounter longitudinal and/or clustered data. In addition, I think the book would be an excellent choice as the primary textbook in an applied longitudinal data course." (Journal of Biopharmaceutical Statistics, 2013)

Produktdetails

Einband

Gebundene Ausgabe

Erscheinungsdatum

30.08.2011

Abbildungen

Graphs: 51 B&W, 0 Color

Verlag

John Wiley & Sons Inc

Seitenzahl

752

Maße (L/B/H)

24,3/16,7/4,2 cm

Gewicht

1186 g

Auflage

2nd Revised edition

Sprache

Englisch

ISBN

978-0-470-38027-7

Herstelleradresse

Libri GmbH
Europaallee 1
36244 Bad Hersfeld
DE

Email: GPSR Kontakt

Noch keine Bewertungen vorhanden

Verfassen Sie die erste Bewertung zu diesem Artikel

Helfen Sie anderen Kundinnen und Kunden durch Ihre Meinung.

Kundinnen und Kunden meinen

Bewertungen (0)

Die Leseprobe wird geladen.
  • Produktbild: Applied Longitudinal Analysis
  • Produktbild: Applied Longitudinal Analysis
  • Preface.
     
    Preface to First Edition.
     
    Acknowledgments.
     
    Part I. Introduction to Longitudinal and Clustered Data.
     
    1. Longitudinal and Clustered Data.
     
    2. Longitudinal Data. Basic Concepts.
     
    Part II. Linear Models for Longitudinal Continuous Data.
     
    3. Overview of Linear Models for Longitudinal Data.
     
    4. Estimation and Statistical Inference.
     
    5. Modelling the Mean: Analyzing Response Profiles.
     
    6. Modelling the Mean: Parametric Curves.
     
    7. Modelling the Covariance.
     
    8. Linear Mixed Effect Models.
     
    9. Fixed Effects versus Random Effects Models.
     
    10. Residual Analyses and Diagnostics.
     
    Part III. Generalized Linear Models for Longitudinal Data.
     
    11. Review of Generalized Linear Models.
     
    12. Marginal Models: Introduction and Overview.
     
    13. Marginal Models: Generalized Estimating Equations (GEE).
     
    14. Generalized Linear Mixed Effects Models.
     
    15. Generalized Linear Mixed Effects Models: Approximate Methods of Estimation.
     
    16. Contrasting Marginal and Mixed Effects Models.
     
    Part IV. Missing Data and Dropout.
     
    17. Missing Data and Dropout: Overview of Concepts and Methods.
     
    18. Missing Data and Dropout: Multiple Imputation and Weighting Methods.
     
    Part V. Advanced Topics for Longitudinal and Clustered Data.
     
    19. Smoothing Longitudinal Data: Semiparametric Regression Models.
     
    20. Sample Size and Power.
     
    21. Repeated Measures and Related Designs.
     
    22. Multilevel Models.
     
    Appendix A. Gentle Introduction to Vectors and Matrices.
     
    Appendix B. Properties of Expectations and Variance.
     
    Appendix C. Critical Points for a 50:50 Mixture of Chi-Squared Distributions.
     
    References.
     
    Index.