Social Inquiry And Bayesian Inference
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Social Inquiry And Bayesian Inference
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Author : Tasha Fairfield
language : en
Publisher: Cambridge University Press
Release Date : 2022-08-04
Social Inquiry And Bayesian Inference written by Tasha Fairfield and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-08-04 with Political Science categories.
Fairfield and Charman provide a modern, rigorous and intuitive methodology for case-study research to help social scientists and analysts make better inferences from qualitative evidence. The book develops concrete guidelines for conducting inference to best explanation given incomplete information; no previous exposure to Bayesian analysis or specialized mathematical skills are needed. Topics covered include constructing rival hypotheses that are neither too simple nor overly complex, assessing the inferential weight of evidence, counteracting cognitive biases, selecting cases, and iterating between theory development, data collection, and analysis. Extensive worked examples apply Bayesian guidelines, showcasing both exemplars of intuitive Bayesian reasoning and departures from Bayesian principles in published case studies drawn from process-tracing, comparative, and multimethod research. Beyond improving inference and analytic transparency, an overarching goal of this book is to revalue qualitative research and place it on more equal footing with respect to quantitative and experimental traditions by illustrating that Bayesianism provides a universally applicable inferential framework.
Rethinking Social Inquiry
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Author : Henry E. Brady
language : en
Publisher: Rowman & Littlefield Publishers
Release Date : 2010-09-16
Rethinking Social Inquiry written by Henry E. Brady and has been published by Rowman & Littlefield Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-09-16 with Political Science categories.
With innovative new chapters on process tracing, regression analysis, and natural experiments, the second edition of Rethinking Social Inquiry further extends the reach of this path-breaking book. The original debate with King, Keohane, and Verba_now updated_remains central to the volume, and the new material illuminates evolving discussions of essential methodological tools. Thus, process tracing is often invoked as fundamental to qualitative analysis, but is rarely applied with precision. Pitfalls of regression analysis are sometimes noted, but often are inadequately examined. And the complex assumptions and trade-offs of natural experiments are poorly understood. The second edition extends the methodological horizon through exploring these critical tools. A distinctive feature of this edition is the online placement of four chapters from the prior edition, all focused on the dialogue with King, Keohane, and Verba. Also posted online are exercises for teaching process tracing and understanding process tracing.
Designing Social Inquiry
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Author : Gary King
language : en
Publisher: Princeton University Press
Release Date : 2021-08-17
Designing Social Inquiry written by Gary King and has been published by Princeton University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-08-17 with Social Science categories.
The classic work on qualitative methods in political science Designing Social Inquiry presents a unified approach to qualitative and quantitative research in political science, showing how the same logic of inference underlies both. This stimulating book discusses issues related to framing research questions, measuring the accuracy of data and the uncertainty of empirical inferences, discovering causal effects, and getting the most out of qualitative research. It addresses topics such as interpretation and inference, comparative case studies, constructing causal theories, dependent and explanatory variables, the limits of random selection, selection bias, and errors in measurement. The book only uses mathematical notation to clarify concepts, and assumes no prior knowledge of mathematics or statistics. Featuring a new preface by Robert O. Keohane and Gary King, this edition makes an influential work available to new generations of qualitative researchers in the social sciences.
Bayesian Inference In The Social Sciences
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Author : Ivan Jeliazkov
language : en
Publisher: John Wiley & Sons
Release Date : 2014-11-04
Bayesian Inference In The Social Sciences written by Ivan Jeliazkov and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-11-04 with Mathematics categories.
Presents new models, methods, and techniques and considers important real-world applications in political science, sociology, economics, marketing, and finance Emphasizing interdisciplinary coverage, Bayesian Inference in the Social Sciences builds upon the recent growth in Bayesian methodology and examines an array of topics in model formulation, estimation, and applications. The book presents recent and trending developments in a diverse, yet closely integrated, set of research topics within the social sciences and facilitates the transmission of new ideas and methodology across disciplines while maintaining manageability, coherence, and a clear focus. Bayesian Inference in the Social Sciences features innovative methodology and novel applications in addition to new theoretical developments and modeling approaches, including the formulation and analysis of models with partial observability, sample selection, and incomplete data. Additional areas of inquiry include a Bayesian derivation of empirical likelihood and method of moment estimators, and the analysis of treatment effect models with endogeneity. The book emphasizes practical implementation, reviews and extends estimation algorithms, and examines innovative applications in a multitude of fields. Time series techniques and algorithms are discussed for stochastic volatility, dynamic factor, and time-varying parameter models. Additional features include: Real-world applications and case studies that highlight asset pricing under fat-tailed distributions, price indifference modeling and market segmentation, analysis of dynamic networks, ethnic minorities and civil war, school choice effects, and business cycles and macroeconomic performance State-of-the-art computational tools and Markov chain Monte Carlo algorithms with related materials available via the book’s supplemental website Interdisciplinary coverage from well-known international scholars and practitioners Bayesian Inference in the Social Sciences is an ideal reference for researchers in economics, political science, sociology, and business as well as an excellent resource for academic, government, and regulation agencies. The book is also useful for graduate-level courses in applied econometrics, statistics, mathematical modeling and simulation, numerical methods, computational analysis, and the social sciences.
Designing Social Inquiry
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Author : Gary King
language : en
Publisher:
Release Date : 1994
Designing Social Inquiry written by Gary King and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1994 with Inference categories.
Designing Social Inquiry
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Author : Robert O Et Al Keohane
language : en
Publisher:
Release Date : 1994-01-01
Designing Social Inquiry written by Robert O Et Al Keohane and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1994-01-01 with categories.
Redesigning Social Inquiry
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Author : Charles C. Ragin
language : en
Publisher: University of Chicago Press
Release Date : 2009-05-15
Redesigning Social Inquiry written by Charles C. Ragin and has been published by University of Chicago Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-05-15 with Social Science categories.
For over twenty years Charles C. Ragin has been at the forefront of the development of innovative methods for social scientists. In Redesigning Social Inquiry, he continues his campaign to revitalize the field, challenging major aspects of the conventional template for social science research while offering a clear alternative. Redesigning Social Inquiry provides a substantive critique of the standard approach to social research—namely, assessing the relative importance of causal variables drawn from competing theories. Instead, Ragin proposes the use of set-theoretic methods to find a middle path between quantitative and qualitative research. Through a series of contrasts between fuzzy-set analysis and conventional quantitative research, Ragin demonstrates the capacity for set-theoretic methods to strengthen connections between qualitative researchers’ deep knowledge of their cases and quantitative researchers’ elaboration of cross-case patterns. Packed with useful examples, Redesigning Social Inquiry will be indispensable to experienced professionals and to budding scholars about to embark on their first project.
Research Design
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Author : John M. Bynner
language : en
Publisher: AldineTransaction
Release Date :
Research Design written by John M. Bynner and has been published by AldineTransaction this book supported file pdf, txt, epub, kindle and other format this book has been release on with Social Science categories.
Research Design: The Logic of Social Inquiry is a collection of critical writings on different aspects of social research. They have been carefully selected for the variety of approaches they display in relation to three broad styles of research: experimental, survey, and ethnographic. All are classic contributions to the development of methodology and excellent expositions of particular procedures. The book is organized in sections that detail the methods of a typical experimental research program design, data collection, and data analysis. These five sections include The Language of Social Research, Research Design, Data Collection, Measurement, and Data Analysis and Report. Each is preceded by an introduction stressing the unique strengths of the different viewpoints represented and reconciling them in one coherent approach to research. The volume includes displays of philosophical underpinnings of different methodological styles and important issues in research design. Data collection methods, particularly the problem of systematic bias in the data collected, and ways in which researchers may attempt to reduce it, are discussed. There is also a discussion on measurement in which the central issues of reliability, validity, and scale construction are detailed. This kind of synthesis, between such diverse schools of research as the experimentalists and the ethnographers, is of particular concern to social researchers. The book will be of great value to planners and researchers in local government and education departments and to all others engaged in social science or educational research.
Inquiry And Decision Routledge Revivals
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Author : John O'Shaughnessy
language : en
Publisher: Routledge
Release Date : 2014-07-17
Inquiry And Decision Routledge Revivals written by John O'Shaughnessy and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-07-17 with Business & Economics categories.
First published in 1972, this book combines concepts from the philosophy of science and statistics with social science techniques to form a methodological text for all those engaged in the social sciences and in management. It details the processes of inquiry – namely description, explanation, evaluation and prediction – and shows the role they play in prescriptive decision-making. It is argued that an understanding of these processes lies behind successful inquiry and is an aid to effective decision-making. Broad in scope, this reissue will help the decision-maker avoid some of the errors that can arise in moving from a set of stated goals to the selection of the course of action that will achieve these goals. It will appeal to all those engaged in inquiry in the fields of sociology, psychology, political science, and business and management studies, as well as the manager in both the public and private sector.
Political And Social Inquiry
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Author : Dickinson McGaw
language : en
Publisher: John Wiley & Sons
Release Date : 1976
Political And Social Inquiry written by Dickinson McGaw and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 1976 with Social Science categories.