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Author: Wei Pan
Publisher: Guilford Publications
ISBN: 1462519490
Category : Psychology
Languages : en
Pages : 417
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Book Description
This book is designed to help researchers better design and analyze observational data from quasi-experimental studies and improve the validity of research on causal claims. It provides clear guidance on the use of different propensity score analysis (PSA) methods, from the fundamentals to complex, cutting-edge techniques. Experts in the field introduce underlying concepts and current issues and review relevant software programs for PSA. The book addresses the steps in propensity score estimation, including the use of generalized boosted models, how to identify which matching methods work best with specific types of data, and the evaluation of balance results on key background covariates after matching. Also covered are applications of PSA with complex data, working with missing data, controlling for unobserved confounding, and the extension of PSA to prognostic score analysis for causal inference. User-friendly features include statistical program codes and application examples. Data and software code for the examples are available at the companion website (www.guilford.com/pan-materials).
Author: Wei Pan
Publisher: Guilford Publications
ISBN: 1462519490
Category : Psychology
Languages : en
Pages : 417
Get Book Here
Book Description
This book is designed to help researchers better design and analyze observational data from quasi-experimental studies and improve the validity of research on causal claims. It provides clear guidance on the use of different propensity score analysis (PSA) methods, from the fundamentals to complex, cutting-edge techniques. Experts in the field introduce underlying concepts and current issues and review relevant software programs for PSA. The book addresses the steps in propensity score estimation, including the use of generalized boosted models, how to identify which matching methods work best with specific types of data, and the evaluation of balance results on key background covariates after matching. Also covered are applications of PSA with complex data, working with missing data, controlling for unobserved confounding, and the extension of PSA to prognostic score analysis for causal inference. User-friendly features include statistical program codes and application examples. Data and software code for the examples are available at the companion website (www.guilford.com/pan-materials).
Author: Ahuja H.L.
Publisher: S. Chand Publishing
ISBN: 9383746939
Category : Business & Economics
Languages : en
Pages : 640
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Book Description
this textbook thoroughly explains the principles of macroeconomics. It provides insights into the important macroeconomic issues, such as determination of output, employment, interest rates and inflation. This textbook discusses Classical and Keynesian theories of macroeconomics as well as aptly incorporates Post-Keynesian developments in various aspects of macroeconomics. Further it discusses, at appropriate places, the relevance and applicability of various macroeconomic theories for the developing countries. This textbook also explains and critically evaluates the post-Keynesian theories of consumption function namely, Kuznets consumption function, Modiglianis life cycle hypothesis and much more.
Author: William M. Holmes
Publisher: SAGE Publications
ISBN: 1483310817
Category : Social Science
Languages : en
Pages : 361
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Book Description
Using Propensity Scores in Quasi-Experimental Designs, by William M. Holmes, examines how propensity scores can be used to reduce bias with different kinds of quasi-experimental designs and to fix or improve broken experiments. Requiring minimal use of matrix and vector algebra, the book covers the causal assumptions of propensity score estimates and their many uses, linking these uses with analysis appropriate for different designs. Thorough coverage of bias assessment, propensity score estimation, and estimate improvement is provided, along with graphical and statistical methods for this process. Applications are included for analysis of variance and covariance, maximum likelihood and logistic regression, two-stage least squares, generalized linear regression, and general estimation equations. The examples use public data sets that have policy and programmatic relevance across a variety of disciplines.
Author: Shenyang Guo
Publisher: SAGE
ISBN: 1452235007
Category : Business & Economics
Languages : en
Pages : 449
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Book Description
Provides readers with a systematic review of the origins, history, and statistical foundations of Propensity Score Analysis (PSA) and illustrates how it can be used for solving evaluation and causal-inference problems.
Author: John Philip Young
Publisher: New York : American Protective Tariff League
ISBN:
Category : Free trade
Languages : en
Pages : 600
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Book Description
Author:
Publisher: Arihant Publications India limited
ISBN: 9326193489
Category :
Languages : en
Pages : 733
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Book Description
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Publisher:
ISBN:
Category : Science indicators
Languages : en
Pages : 364
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Publisher:
ISBN:
Category : Insurance
Languages : en
Pages : 596
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Book Description
Author: Wei-Bin Zhang
Publisher: Springer Nature
ISBN: 3030562042
Category : Business & Economics
Languages : en
Pages : 351
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Book Description
This book develops a general economic theory that integrates various economic theories and ideas and establishes important relationships between economic variables that are not formally recognized in the economic literature. The author demonstrates how the basic model is integrated with neoclassical growth theory, Walrasian general equilibrium theory, and Ricardian distribution theory, and how these theories can be incorporated through a single set of equations with a microeconomic basis. The book offers new insights into income and wealth distribution between heterogeneous households, racial and national differences in growth and development, interdependence between different stock variables with portfolio choices among different markets. It will appeal to scholars of economists interested in an integrative theoretical approach to this discipline.
Author: Dan Kuwali
Publisher: PULP
ISBN: 1920538666
Category : Africa
Languages : en
Pages : 514
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Book Description
