Bültmann & Gerriets
Multilevel Modeling Techniques and Applications in Institutional Research
New Directions in Institutional Research, Number 154
von Joe L. Lott, James S. Antony
Verlag: John Wiley & Sons
Reihe: J-B IR Single Issue Institutional Research Nr. 154
E-Book / EPUB
Kopierschutz: Adobe DRM

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ISBN: 978-1-118-45734-4
Auflage: 1. Auflage
Erschienen am 22.02.2013
Sprache: Englisch
Umfang: 144 Seiten

Preis: 22,99 €

22,99 €
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Klappentext

Multilevel modeling is an increasingly popular multivariate technique that is widely applied in the social sciences. Increasingly, practitioners are making instructional decisions based on results from their multivariate analyses, which often come from nested data that lend themselves to multilevel modeling techniques. As data-driven decision making becomes more critical to colleges and universities, multilevel modeling is a tool that will lead to more efficient estimates and enhance understanding of complex relationships. This volume illustrates both the theoretical underpinnings and practical applications of multilevel modeling in IR. It introduces the fundamental concepts of multilevel modeling techniques in a conceptual and technical manner. Providing a range of examples of nested models that are based on linear and categorical outcomes, it then offers important suggestions about presenting results of multilevel models through charts and graphs. This is the 154th volume of this Jossey-Bass quarterly report series. Always timely and comprehensive, New Directions for Institutional Research provides planners and administrators in all types of academic institutions with guidelines in such areas as resource coordination, information analysis, program evaluation, and institutional management.