00000cmm a22000004i 4500 UP-1685594773862075568 Buklod 20170320142353.0 g||| | || || ta 170320s2013 cau u eng d 9781446265970 (e-book) (iLib)UPBAG-00023619620 CaPaEBR DML BAG rda eng ML-ebook The SAGE handbook of multilevel modeling [electronic resource] edited by Jeffrey Simonoff, Marc A. Scott, Brian P. Marx. Los Angeles SAGE Publications, Limited [2013] 1 online resource. text txt rdacontent computer rdamedia online resource cr rdacarrier Includes bibliographical references and index. IP-based subscription, on-campus, and remote access available via OpenAthens. Access via Electronic Resources of the UPB University Library website. In this important new Handbook, the editors have gathered together a range of leading contributors to introduce the theory and practice of multilevel modeling.The Handbook establishes the connections in multilevel modeling, bringing together leading experts from around the world to provide a roadmap for applied researchers linking theory and practice, as well as a unique arsenal of state-of-the-art tools. It forges vital connections that cross traditional disciplinary divides and introduces best practice in the field.Part I establishes the framework for estimation and inference, including chapters dedicated to notation, model selection, fixed and random effects, and causal inference; Part II develops variations and extensions, such as nonlinear, semiparametric and latent class models; Part III includes discussion of missing data and robust methods, assessment of fit and software; Part IV consists of exemplary modeling and data analyses written by methodologists working in specific disciplines. Combining practical pieces with overviews of the field, this Handbook is essential reading for any student or researcher looking to apply multilevel techniques in their own research. Multilevel models (Statistics) Handbooks, manuals, etc. Research Methodology Data processing Handbooks, manuals, etc. Mathematical Models. Electronic books. Simonoff, Jeffrey editor. Scott, Marc A. editor. Marx, Brian P. editor. Available for University of the Philippines Baguio via Gale Electronic Books. Click here to access https://dx.doi.org/10.4135/9781446247600 (viewed 01 October 2022) FO UPBAG UPBAG-MAIN ML-ebook Electronic Resource