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Practical Multilevel Modeling Using R
Engelsk Paperback
Practical Multilevel Modeling Using R
Engelsk Paperback

1.053 kr
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Om denne bog
Practical Multilevel Modeling Using R provides students with a step-by-step guide for running their own multilevel analyses. Detailed examples illustrate the conceptual and statistical issues that multilevel modeling addresses in a way that is clear and relevant to students in applied disciplines. Clearly annotated R syntax illustrates how multilevel modeling (MLM) can be used, and real-world examples show why and how modeling decisions can affect results. The book covers all the basics but also important advanced topics such as diagnostics, detecting and handling heteroscedasticity, power analysis, and missing data handling methods. Unlike other detailed texts on MLM which are written at a very high level, this text with its applied focus and use of R software to run the analyses is much more suitable for students who have substantive research areas but are not training to be methodologists or statisticians. Each chapter concludes with a "Test Yourself" section, and solutions are available on the instructor website for the book. A companion R package is available for use with this text.
Product detaljer
Sprog:
Engelsk
Sider:
256
ISBN-13:
9781071846124
Indbinding:
Paperback
Udgave:
ISBN-10:
1071846124
Udg. Dato:
1 feb 2023
Længde:
17mm
Bredde:
254mm
Højde:
178mm
Forlag:
SAGE Publications Inc
Oplagsdato:
1 feb 2023
Forfatter(e):
Kategori sammenhænge