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Propensity Score Analysis: Statistical Methods and Applications
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Propensity Score Analysis: Statistical Methods and Applications Hardback - 2014

by Shenyang Guo; Mark W. Fraser

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From the publisher

Fully updated to reflect the most recent changes in the field, the Second Edition of Propensity Score Analysis provides an accessible, systematic review of the origins, history, and statistical foundations of propensity score analysis, illustrating how it can be used for solving evaluation and causal-inference problems. With a strong focus on practical applications, the authors explore various strategies for employing PSA, discuss the use of PSA with alternative types of data, and delineate the limitations of PSA under a variety of constraints. Unlike existing textbooks on program evaluation and causal inference, this book delves into statistical concepts, formulas, and models within the context of a robust and engaging focus on application.

Details

  • Title Propensity Score Analysis: Statistical Methods and Applications
  • Author Shenyang Guo; Mark W. Fraser
  • Binding Hardback
  • Edition 2nd
  • Pages 448
  • Volumes 1
  • Language ENG
  • Publisher Sage Publications, Inc
  • Publication date 2014-07
  • Illustrated Yes
  • ISBN 9781452235004 / 1452235007
  • Weight 1.96 lbs (0.89 kg)
  • Dimensions 9 x 7 x 1.2 in (22.86 x 17.78 x 3.05 cm)
  • Category Sociology
  • Library of Congress Catalogue Number 2014008147
  • Dewey Decimal Code 519.53

About the author

Shenyang Guo, PhD, is the Kuralt Distinguished Professor at the School of Social Work, University of North Carolina. The author of numerous articles on statistical methods and research reports in child welfare, child mental health services, welfare, and health care, Guo has expertise in applying advanced statistical models to solving social welfare problems and has taught graduate courses on event history analysis, hierarchical linear modeling, growth curve modeling, and program evaluation. He has given many invited workshops on statistical methods--including event history analysis and propensity score matching--at the NIH Summer Institute, Children's Bureau, and at conferences of the Society of Social Work and Research. He led the data analysis planning for the National Survey of Child and Adolescent Well-Being (NSCAW) longitudinal analysis.

Mark W. Fraser, PhD, holds the Tate Distinguished Professorship at the School of Social Work, University of North Carolina at Chapel Hill, where he serves as associate dean for research. He has written numerous chapters and articles on risk and resilience, child behavior, child and family services, and research methods. With colleagues, he is the co-author or editor of eight books, including Families in Crisis, Evaluating Family-Based Services, Risk and Resilience in Childhood, Making Choices, The Context of Youth Violence, and Intervention with Children and Adolescents. His award-winning text Social Policy for Children and Families reviews the bases for public policy in child welfare, juvenile justice, mental health, developmental disabilities, and health. His most recent book, Intervention Research: Developing Social Programs, describes a design perspective on the development of innovative social and health programs.

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Propensity Score Analysis: Statistical Methods and Applications (Advanced Quantitative Techniques in the Social Sciences)

by Guo, Shenyang

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Propensity Score Analysis: Statistical Methods and Applications (Advanced Quantitative Techniques in the Social Sciences)

by Guo, Shenyang

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Propensity Score Analysis: Statistical Methods and Applications (Advanced Quantitative Techniques in the Social Sciences)

by Guo, Shenyang; Fraser, Mark W

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Propensity Score Analysis: Statistical Methods and Applications (Advanced Quantitative Techniques in the Social Sciences)

by Guo, Shenyang; Fraser, Mark W

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  • Hardback
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ISBN 10 / ISBN 13
9781452235004 / 1452235007
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