Mixed modeling is popular in various fields including medicine and psychology, agriculture and other social sciences. This book first comprehensively handles the mathematical theory of mixed modeling. Data analysis dealing with some important data structures in mixed model analysis, including multilevel grouping, nested data, repeated measurements and cases of large data with over 1000 rows is handled, and all codes in R given explicitly. The lmer function ( lme4 package)in R-statistical software is the main analysis tool. R is a free software, yet very powerful, and has been embraced by many statistical data analysts. The book will be particularly helpfull to: (i) all statistics students who wish to link the theory of mixed modeling to data analysis and intrepretation, (ii) all researchers who are simply interested in mixed modeling analysis and reporting, (iii) it is a well illustrated case study, hence a very good teaching resource for students who wish to venture into real world statistical data analysis.
Product Identifiers
Publisher
Vdm Verlag
ISBN-13
9783639261370
eBay Product ID (ePID)
5049044045
Product Key Features
Author
Nelson Owuor Onyango
Publication Name
Theory and Practice of Mixed Modeling
Format
Paperback
Language
English
Subject
Mathematics
Publication Year
2010
Type
Textbook
Number of Pages
64 Pages
Dimensions
Item Height
229mm
Item Width
152mm
Item Weight
104g
Additional Product Features
Title_Author
Nelson Owuor Onyango
Country/Region of Manufacture
Germany
Best Selling in Adult Learning & University
Current slide {CURRENT_SLIDE} of {TOTAL_SLIDES}- Best Selling in Adult Learning & University