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Social Inquiry and Bayesian Inference - Rethinking Qualitative Research (Hardcover)
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Social Inquiry and Bayesian Inference - Rethinking Qualitative Research (Hardcover)
Series: Strategies for Social Inquiry
Expected to ship within 12 - 17 working days
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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.
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