Advanced Regression Models with SAS and R - Couverture souple

Korosteleva, Olga

 
9780367732424: Advanced Regression Models with SAS and R
Couverture souple
ISBN 10 : 0367732424 ISBN 13 : 9780367732424
Editeur : Routledge, 2020

Synopsis

Advanced Regression Models with SAS and R exposes the reader to the modern world of regression analysis. The material covered by this book consists of regression models that go beyond linear regression, including models for right-skewed, categorical and hierarchical observations. The book presents the theory as well as fully worked-out numerical examples with complete SAS and R codes for each regression. The emphasis is on model accuracy and the interpretation of results. For each regression, the fitted model is presented along with interpretation of estimated regression coefficients and prediction of response for given values of predictors.



Features:







  • Presents the theoretical framework for each regression.






  • Discusses data that are categorical, count, proportions, right-skewed, longitudinal and hierarchical.






  • Uses examples based on real-life consulting projects.






  • Provides complete SAS and R codes for each example.






    • Includes several exercises for every regression.




    • Advanced Regression Models with SAS and R

    is designed as a text for an upper division undergraduate or a graduate course in regression analysis. Prior exposure to the two software packages is desired but not required.



    The Author:



    Olga Korosteleva

    is a Professor of Statistics at California State University, Long Beach. She teaches a large variety of statistical courses to undergraduate and master’s students. She has published three statistical textbooks. For a number of years, she has held the position of faculty director of the statistical consulting group. Her research interests lie mostly in applications of statistical methodology through collaboration with her clients in health sciences, nursing, kinesiology, and other fields.



    Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

    À propos de l?auteur

    Olga Korosteleva is an associate professor of statistics in the Department of Mathematics and Statistics at California State University, Long Beach (CSULB). She received a Ph.D. in statistics from Purdue University.

    Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

    Éditeur
    Routledge
    Date d'édition
    2020
    Langue
    anglais
    ISBN 10 
    0367732424
    ISBN 13 
    9780367732424
    Reliure
    Broché
    Nombre de pages
    324
    Coordonnées du fabricant
    Buchpark GmbH
    https://www.buchpark.de

    Krügerweg 1
    Trebbin
    Brandenburg
    14959
    Allemagne

    Autres éditions populaires du même titre

    9781138049017: Advanced Regression Models with SAS and R

    Edition présentée

    ISBN 10 :  1138049018 ISBN 13 :  9781138049017
    Editeur : Chapman and Hall/CRC, 2018
    Couverture rigide