Social Inquiry And Bayesian Inference

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Social Inquiry and Bayesian Inference

Author : Tasha Fairfield
Publisher : Cambridge University Press
ISBN 13 : 1108382029
Total Pages : 683 pages
Book Rating : 4.1/5 (83 download)

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Book Synopsis Social Inquiry and Bayesian Inference by : Tasha Fairfield

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.

Designing Social Inquiry

Author : Gary King
Publisher : Princeton University Press
ISBN 13 : 0691224641
Total Pages : 266 pages
Book Rating : 4.6/5 (912 download)

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Book Synopsis Designing Social Inquiry by : Gary King

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.

Rethinking Social Inquiry

Author : Henry E. Brady
Publisher : Rowman & Littlefield Publishers
ISBN 13 : 1442203455
Total Pages : 429 pages
Book Rating : 4.4/5 (422 download)

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Book Synopsis Rethinking Social Inquiry by : Henry E. Brady

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.

Designing Social Inquiry

Author : Gary King
Publisher :
ISBN 13 :
Total Pages : 245 pages
Book Rating : 4.:/5 (61 download)

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Book Synopsis Designing Social Inquiry by : Gary King

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:

Designing Social Inquiry

Author : Robert O Et Al Keohane
Publisher :
ISBN 13 : 9781400816804
Total Pages : pages
Book Rating : 4.8/5 (168 download)

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Book Synopsis Designing Social Inquiry by : Robert O Et Al Keohane

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:

Bayesian Inference in the Social Sciences

Author : Ivan Jeliazkov
Publisher : John Wiley & Sons
ISBN 13 : 1118771125
Total Pages : 352 pages
Book Rating : 4.1/5 (187 download)

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Book Synopsis Bayesian Inference in the Social Sciences by : Ivan Jeliazkov

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 352 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.

Redesigning Social Inquiry

Author : Charles C. Ragin
Publisher : University of Chicago Press
ISBN 13 : 0226702790
Total Pages : 234 pages
Book Rating : 4.2/5 (267 download)

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Book Synopsis Redesigning Social Inquiry by : Charles C. Ragin

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.

Research Design

Author : John M. Bynner
Publisher : AldineTransaction
ISBN 13 : 1412843847
Total Pages : 368 pages
Book Rating : 4.4/5 (128 download)

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Book Synopsis Research Design by : John M. Bynner

Download or read book Research Design written by John M. Bynner and published by AldineTransaction. This book was released on with total page 368 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Designing Social Inquiry

Author : Gary King
Publisher : Princeton University Press
ISBN 13 : 0691224625
Total Pages : 272 pages
Book Rating : 4.6/5 (912 download)

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Book Synopsis Designing Social Inquiry by : Gary King

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 272 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.

Integrated Inferences

Author : Macartan Humphreys
Publisher : Cambridge University Press
ISBN 13 : 1316761843
Total Pages : 435 pages
Book Rating : 4.3/5 (167 download)

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Book Synopsis Integrated Inferences by : Macartan Humphreys

Download or read book Integrated Inferences written by Macartan Humphreys and published by Cambridge University Press. This book was released on 2023-10-31 with total page 435 pages. Available in PDF, EPUB and Kindle. Book excerpt: Introduces a Bayesian approach to the use of causal models to design and carry out qualitative and mixed-methods research. Addressed to researchers across the social sciences, this book shows how causal models allow us to combine extensive and intensive data strategies to answer both general and case-specific causal questions.

Bayesian Analysis for the Social Sciences

Author : Simon Jackman
Publisher : John Wiley & Sons
ISBN 13 : 9780470686638
Total Pages : 598 pages
Book Rating : 4.6/5 (866 download)

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Book Synopsis Bayesian Analysis for the Social Sciences by : Simon Jackman

Download or read book Bayesian Analysis for the Social Sciences written by Simon Jackman and published by John Wiley & Sons. This book was released on 2009-10-27 with total page 598 pages. Available in PDF, EPUB and Kindle. Book excerpt: Bayesian methods are increasingly being used in the social sciences, as the problems encountered lend themselves so naturally to the subjective qualities of Bayesian methodology. This book provides an accessible introduction to Bayesian methods, tailored specifically for social science students. It contains lots of real examples from political science, psychology, sociology, and economics, exercises in all chapters, and detailed descriptions of all the key concepts, without assuming any background in statistics beyond a first course. It features examples of how to implement the methods using WinBUGS – the most-widely used Bayesian analysis software in the world – and R – an open-source statistical software. The book is supported by a Website featuring WinBUGS and R code, and data sets.

Political and Social Inquiry

Author : Dickinson McGaw
Publisher : John Wiley & Sons
ISBN 13 :
Total Pages : 538 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis Political and Social Inquiry by : Dickinson McGaw

Download or read book Political and Social Inquiry written by Dickinson McGaw and published by John Wiley & Sons. This book was released on 1976 with total page 538 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Doing Good Qualitative Research

Author : Associate Professor of Political Science Jennifer Cyr
Publisher : Oxford University Press
ISBN 13 : 0197633145
Total Pages : 505 pages
Book Rating : 4.1/5 (976 download)

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Book Synopsis Doing Good Qualitative Research by : Associate Professor of Political Science Jennifer Cyr

Download or read book Doing Good Qualitative Research written by Associate Professor of Political Science Jennifer Cyr and published by Oxford University Press. This book was released on 2024 with total page 505 pages. Available in PDF, EPUB and Kindle. Book excerpt: In Doing Good Qualitative Research, Jennifer Cyr and Sara Wallace Goodman bring together over forty experts to provide one of the first comprehensive introductions to using qualitative methods across the social sciences, from start to finish. Each chapter introduces the theoretical considerations and best practices involved in the application of qualitative data collection and analysis. Additionally, contributors provide first-person accounts of methodology in action, address the expected and unexpected challenges associated with conducting qualitative research, and demonstrate the real-world applications of academic debates.

Inquiry and Decision (Routledge Revivals)

Author : John O'Shaughnessy
Publisher : Routledge
ISBN 13 : 1317602714
Total Pages : 201 pages
Book Rating : 4.3/5 (176 download)

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Book Synopsis Inquiry and Decision (Routledge Revivals) by : John O'Shaughnessy

Download or read book Inquiry and Decision (Routledge Revivals) written by John O'Shaughnessy and published by Routledge. This book was released on 2014-07-17 with total page 201 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

The Logic of Social Science

Author : James Mahoney
Publisher : Princeton University Press
ISBN 13 : 0691214956
Total Pages : 410 pages
Book Rating : 4.6/5 (912 download)

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Book Synopsis The Logic of Social Science by : James Mahoney

Download or read book The Logic of Social Science written by James Mahoney and published by Princeton University Press. This book was released on 2021-08-17 with total page 410 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Mahoney's starting point is the problem of essentialism in social science. Essentialism--the belief that the members of a category possess hidden properties ("essences") that make them members of the category and that endow them with a certain nature--is appropriate for scientific categories ("atoms", for instance) but not for human ones ("revolutions," for instance). Despite this, much social science research takes place from within an essentialist orientation; those who reject this assumption goes so far in the other direction as to reject the idea of an external reality, independent of human beings, altogether. Mahoney proposes an alternative approach that aspires to bridge this enduring rift in the social sciences between those who take a scientific approach and assume that social science categories correspond to external reality (and thus believe that the methods used in the natural sciences are generally appropriate for the social sciences) and those who take a constructivist approach and believe that because the categories used to understand the social world are humanly-constructed, they cannot possibly follow the science of the natural world. As the name suggests, scientific constructivism brings in aspects of both views and attempts to unite them. Drawing from cognitive science, it focuses on using the rational parts of our brain machinery to overcome the limitations and deeply seated biases (such as essentialism) of our evolved minds. Specifically, Mahoney puts forth a "set-theoretic analysis" that focuses on "sets" of categories as they exist in the mind that are also subject to the mathematical logic of set-theory. He spends the first four chapters of the book establishing the foundations and methods for set-theoretic analysis, the next four chapters looking and how this analysis fits with the existing tools of social science, and the final four chapters focusing on how this approach can be used to study and understand cases"--

Research Methods and Society

Author : Linda Eberst Dorsten
Publisher : Routledge
ISBN 13 : 1351259806
Total Pages : 388 pages
Book Rating : 4.3/5 (512 download)

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Book Synopsis Research Methods and Society by : Linda Eberst Dorsten

Download or read book Research Methods and Society written by Linda Eberst Dorsten and published by Routledge. This book was released on 2018-12-14 with total page 388 pages. Available in PDF, EPUB and Kindle. Book excerpt: Research Methods and Society, Third Edition is designed to help undergraduate students acquire basic skills in methods of social science research. These skills provide a foundation for understanding research findings in the social sciences and for conducting social research. Just as important, such skill-sets and principles can be applied to everyday situations to make sense of the endless stream of claims and counterclaims confronted daily in print and electronic forms, including social media. Key features of this book include: Straightforward prose, including key concepts and tools. Concrete and everyday examples and "hands-on" practice activities and Applications designed to be interesting and useful to students. Organization to accommodate term-length research projects. Chapter Summaries and Review Sheets. Assignments to meet specific learning goals: Evaluation of key excerpts from research reports published in professional journal articles and popular press. Analysis of secondary data (e.g., from the General Social Survey). Analysis of primary data from mini–research projects. Combinations of methods applications using more than one activity (e.g., evaluating published reports and completing secondary data analysis or mini-projects). New to Third Edition: New chapter, "Ethics and Social Science Research." Many new and updated citations, including from international sources. References to Internet survey tools and software: how to find data online, what to consider, and how to choose. References to noteworthy, informative media from online sources (e.g., Annenberg Learning, universities, weblogs, YouTube). Supplemental Instructor Materials: Instructor’s Manual, Test Bank, PowerPoint presentations.

Rethinking Social Inquiry

Author : Henry E. Brady
Publisher :
ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (13 download)

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Book Synopsis Rethinking Social Inquiry by : Henry E. Brady

Download or read book Rethinking Social Inquiry written by Henry E. Brady and published by . This book was released on 2017 with total page 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 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.