Social Inquiry And Bayesian Inference

Author : Tasha Fairfield
Publisher : Cambridge University Press
ISBN 13 : 1108382029
Total Pages : 683 pages
Book Rating : 4.21/5 ( download)

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Download or read book Social Inquiry and Bayesian Inference written by Tasha Fairfield and published by Cambridge University Press. This book was released on 2022-08-04 with total page 683 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Author : Ivan Jeliazkov
Publisher : John Wiley & Sons
ISBN 13 : 1118771125
Total Pages : 266 pages
Book Rating : 4.29/5 ( download)

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Download or read book Bayesian Inference in the Social Sciences written by Ivan Jeliazkov and published by John Wiley & Sons. This book was released on 2014-11-04 with total page 266 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Author : Gary King
Publisher : Princeton University Press
ISBN 13 : 0691224641
Total Pages : 266 pages
Book Rating : 4.40/5 ( download)

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Download or read book Designing Social Inquiry written by Gary King and published by Princeton University Press. This book was released on 2021-08-17 with total page 266 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Author : Henry E. Brady
Publisher : Rowman & Littlefield Publishers
ISBN 13 : 1442203455
Total Pages : 429 pages
Book Rating : 4.57/5 ( download)

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Download or read book Rethinking Social Inquiry written by Henry E. Brady and published by Rowman & Littlefield Publishers. This book was released on 2010-09-16 with total page 429 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Author : Gary King
Publisher :
ISBN 13 :
Total Pages : 245 pages
Book Rating : 4.43/5 ( download)

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Download or read book Designing Social Inquiry written by Gary King and published by . This book was released on 1994 with total page 245 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Author : Robert O Et Al Keohane
Publisher :
ISBN 13 : 9781400816804
Total Pages : pages
Book Rating : 4.07/5 ( download)

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Download or read book Designing Social Inquiry written by Robert O Et Al Keohane and published by . This book was released on 1994-01-01 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Author : Charles C. Ragin
Publisher : University of Chicago Press
ISBN 13 : 0226702790
Total Pages : 234 pages
Book Rating : 4.97/5 ( download)

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Download or read book Redesigning Social Inquiry written by Charles C. Ragin and published by University of Chicago Press. This book was released on 2009-05-15 with total page 234 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Author : Andrew Bennett
Publisher : Cambridge University Press
ISBN 13 : 1107044529
Total Pages : 345 pages
Book Rating : 4.24/5 ( download)

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Download or read book Process Tracing written by Andrew Bennett and published by Cambridge University Press. This book was released on 2015 with total page 345 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides empirically grounded conceptual, design and practical advice on conducting process tracing, a key method of qualitative research.

Author : Erica S. Simmons
Publisher : Cambridge University Press
ISBN 13 : 1108967086
Total Pages : 303 pages
Book Rating : 4.82/5 ( download)

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Download or read book Rethinking Comparison written by Erica S. Simmons and published by Cambridge University Press. This book was released on 2021-10-07 with total page 303 pages. Available in PDF, EPUB and Kindle. Book excerpt: Qualitative comparative methods – and specifically controlled qualitative comparisons – are central to the study of politics. They are not the only kind of comparison, though, that can help us better understand political processes and outcomes. Yet there are few guides for how to conduct non-controlled comparative research. This volume brings together chapters from more than a dozen leading methods scholars from across the discipline of political science, including positivist and interpretivist scholars, qualitative methodologists, mixed-methods researchers, ethnographers, historians, and statisticians. Their work revolutionizes qualitative research design by diversifying the repertoire of comparative methods available to students of politics, offering readers clear suggestions for what kinds of comparisons might be possible, why they are useful, and how to execute them. By systematically thinking through how we engage in qualitative comparisons and the kinds of insights those comparisons produce, these collected essays create new possibilities to advance what we know about politics.

Author : Colin Elman
Publisher : Cambridge University Press
ISBN 13 : 1108486770
Total Pages : 569 pages
Book Rating : 4.74/5 ( download)

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Download or read book The Production of Knowledge written by Colin Elman and published by Cambridge University Press. This book was released on 2020-03-19 with total page 569 pages. Available in PDF, EPUB and Kindle. Book excerpt: A wide-ranging discussion of factors that impede the cumulation of knowledge in the social sciences, including problems of transparency, replication, and reliability. Rather than focusing on individual studies or methods, this book examines how collective institutions and practices have (often unintended) impacts on the production of knowledge.