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Multilevel Modeling of Social Problems: A Causal Perspective - Smith, Robert B.
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Multilevel Modeling of Social Problems: A Causal Perspective - gebonden uitgave, pocketboek

2011, ISBN: 9789048198542

[ED: Hardcover], [PU: Springer / Springer Netherlands], This book details basic strategies for developing and testing multilevel linear models (MLMs) and drawing casual inferences from su… Meer...

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Robert B. Smith:

Multilevel Modeling of Social Problems - gebonden uitgave, pocketboek

ISBN: 9789048198542

Uniquely focusing on intersections of social problems, multilevel statistical modeling, and causality; the substantively and methodologically integrated chapters of this book clarify basi… Meer...

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Robert B. Smith:
Multilevel Modeling of Social Problems - gebonden uitgave, pocketboek

ISBN: 9789048198542

Uniquely focusing on intersections of social problems, multilevel statistical modeling, and causality; the substantively and methodologically integrated chapters of this book clarify basi… Meer...

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Robert B. Smith:
Multilevel Modeling of Social Problems - gebonden uitgave, pocketboek

2011, ISBN: 9048198542

[EAN: 9789048198542], Neubuch, [PU: Springer Netherlands], SOCIOLOGY SOCIAL SCIENCE METHODOLOGY STATISTICS ASSESSING CAUSAL EFFECTS IN MULTILEVEL MODELS CONTEXTUAL ANALYSIS AND EVALUATIVE… Meer...

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2011, ISBN: 9789048198542

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Multilevel Modeling of Social Problems

Uniquely focusing on intersections of social problems, multilevel statistical modeling, and causality; the substantively and methodologically integrated chapters of this book clarify basic strategies for developing and testing multilevel linear models (MLMs), and drawing casual inferences from such models. These models are also referred to as hierarchical linear models (HLMs) or mixed models. The statistical modeling of multilevel data structures enables researchers to combine contextual and longitudinal analyses appropriately. But researchers working on social problems seldom apply these methods, even though the topics they are studying and the empirical data call for their use. By applying multilevel modeling to hierarchical data structures, this book illustrates how the use of these methods can facilitate social problems research and the formulation of social policies. It gives the reader access to working data sets, computer code, and analytic techniques, while at the same time carefully discussing issues of causality in such models. This book innovatively: .Develops procedures for studying social, economic, and human development. . Uses typologies to group (i.e., classify or nest) the level of random macro-level factors. . Estimates models with Poisson, binomial, and Gaussian end points using SAS's generalized linear mixed models (GLIMMIX) procedure. . Selects appropriate covariance structures for generalized linear mixed models. . Applies difference-in-differences study designs in the multilevel modeling of intervention studies. .Calculates propensity scores by applying Firth logistic regression to Goldberger-corrected data. . Uses the Kenward-Rogers correction in mixed models of repeated measures. . Explicates differences between associational and causal analysis of multilevel models. . Consolidates research findings via meta-analysis and methodological critique. .Develops criteria for assessing a study's validity and zone of causality. Because of its social problems focus, clarity of exposition, and use of state-of-the-art procedures; policy researchers, methodologists, and applied statisticians in the social sciences (specifically, sociology, social psychology, political science, education, and public health) will find this book of great interest. It can be used as a primary text in courses on multilevel modeling or as a primer for more advanced texts.

Gedetalleerde informatie over het boek. - Multilevel Modeling of Social Problems


EAN (ISBN-13): 9789048198542
ISBN (ISBN-10): 9048198542
Gebonden uitgave
Verschijningsjaar: 2011
Uitgever: Springer-Verlag GmbH
535 Bladzijden
Gewicht: 0,988 kg
Taal: eng/Englisch

Boek bevindt zich in het datenbestand sinds 2009-08-27T04:04:38+02:00 (Amsterdam)
Detailpagina laatst gewijzigd op 2022-05-13T11:07:07+02:00 (Amsterdam)
ISBN/EAN: 9789048198542

ISBN - alternatieve schrijfwijzen:
90-481-9854-2, 978-90-481-9854-2


Gegevens van de uitgever

Auteur: Robert B. Smith
Titel: Multilevel Modeling of Social Problems - A Causal Perspective
Uitgeverij: Springer; Springer Netherland
535 Bladzijden
Verschijningsjaar: 2011-03-02
Dordrecht; NL
Gedrukt / Gemaakt in
Gewicht: 2,160 kg
Taal: Engels
235,39 € (DE)
241,99 € (AT)
259,50 CHF (CH)
POD
XXXIX, 535 p. With online files/update.

BB; Book w. online files / update; Hardcover, Softcover / Soziologie/Methoden der empirischen und qualitativen Sozialforschung; Soziologie; Verstehen; Assessing Causal Effects in Multilevel Models; Contextual Analysis and Multilevel Models; Evaluative Research and Multilevel Models; HLM; Illustrative Uses for Multilevel Models; MLM; Multilevel Modeling of Social Problems; Notions of Causality; B; Methodology of the Social Sciences; Statistics for Social Sciences, Humanities, Law; Sociological Methods; Statistics in Social Sciences, Humanities, Law, Education, Behavorial Sciences, Public Policy; Social Sciences; Sozialforschung und -statistik; BC; EA

Contents Preface and Acknowledgements List of Tables and Figures Overview of Book Chapters Part 1, Introductory Essays 1. Contextual Analysis and Multilevel Models 2. Stable Association and Potential Outcomes 3. Dependency Networks 4. Uses for Multilevel Models Part 2, Contextual Studies 5. Global Human Development 6. A Globalized Conflict 7. Will Claims Workers Dislike a Fraud Detector? Part 3, Evaluative Research 8. Target, Matched, and Not-Matched Schools 9. Using Propensity Scores Part 4, Research Summaries 10. Gatekeepers and Sentinels 11. Childhood Vaccinations and Autism 12. Conclusion: Gauging Causality in Multilevel Models Acronyms Glossary References Index

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