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Process Tracing: A Bayesian Perspective | Request PDF
https://www.researchgate.net/publication/257268044_Process_Tracing_A_Bayesian_Perspective#:~:text=Process%20tracing%20is%20a%20systematic%20review%20of%20evidence,historical%20explanation%20for%20the%20individual%20case%20in%20question....
Process Tracing: a Bayesian Perspective - Oxford …
https://www.oxfordhandbooks.com/view/10.1093/oxfordhb/9780199286546.001.0001/oxfordhb-9780199286546-e-30
Abstract and Keywords. This article provides an overview of process tracing, concentrating on the dimensions of this method that are relevant to Bayesian logic. It also briefly outlines the logic of Bayesian inference, emphasizing parallels with the logic of process tracing. The article shows these points with examples from the historical explanation of political events, including the …
Process Tracing: A Bayesian Perspective | Request PDF
https://www.researchgate.net/publication/257268044_Process_Tracing_A_Bayesian_Perspective
Process tracing is a type of social science approach that historically links an outcome with the key events or processes that have produced it and searches for the observable implications of...
Bennett andrew process tracing a bayesian perspective
https://www.coursehero.com/file/p16b1uis/Bennett-Andrew-Process-tracing-a-Bayesian-perspective-In-Box-Steffensmeier-Janet/
Bennett andrew process tracing a bayesian perspective. This preview shows page 8 - 10 out of 38 pages. Bennett, Andrew. “Process tracing : a Bayesian perspective.”. In Box-Steffensmeier, Janet M., Henry E. Brady, and David Collier,The Oxford Handbook of Political Methodology.Oxford: Oxford University Press, 2008: Ch. 30.
Explicit Bayesian Analysis for Process Tracing: …
https://www.cambridge.org/core/journals/political-analysis/article/explicit-bayesian-analysis-for-process-tracing-guidelines-opportunities-and-caveats/F93D3EA784730ED731AC910EEF306231
Explicit Bayesian process tracing involves three key steps: (Section 3.1) specifying hypotheses Hi and assigning their prior probabilities, P(Hi ∣ I) , given relevant background information I , (Section 3.2) identifying the evidence, E , and (Section 3.3) assessing likelihoods, P(E ∣ HiI) , and/or likelihood ratios, P(E ∣ HiI) / P(E ∣ HjI) .
Understanding Bayesianism: Fundamentals for Process …
https://www.cambridge.org/core/journals/political-analysis/article/abs/understanding-bayesianism-fundamentals-for-process-tracers/E543498F74EA03536A0693CE5BA5490C
A central point of debate in process-tracing literature regards the role and the nature of rival hypotheses. We contend that as a matter of best practice in Bayesian research and more generally, inference entails comparing hypotheses that are mutually exclusive —a concept from deductive logic that means only one member from a set of propositions can be true.
Process Tracing - Cambridge Core
https://www.cambridge.org/core/books/process-tracing/5BBC24CBF2E89114817741D0476C07A9
‘Bennett and Checkel's remarkable book will bring process tracing to the attention of a wide spectrum of disciplines - sociology, anthropology, history, public policy analysis and beyond. This valuable tool for causal inference has been developed primarily by political scientists, and their volume will accelerate much wider adoption of the ...
Understanding Process Tracing - Cambridge Core
https://www.cambridge.org/core/journals/ps-political-science-and-politics/article/understanding-process-tracing/183A057AD6A36783E678CB37440346D1
Process tracing can contribute decisively both to describing political and social phenomena and to evaluating causal claims. George and Bennett have played the leading role in developing this method as an essential form of within-case analysis, 2 and Fenno's “soaking and poking” is a kindred research procedure. 3
A Set-Theoretic Approach to Bayesian Process Tracing
https://journals.sagepub.com/doi/10.1177/0049124117701489
By explicitly connecting Bayesian analysis to its set-theoretic foundations, the approach makes process tracing more intuitive and thus easier to apply for qualitative researchers. Moreover, the set-theoretic approach provides new tools for assessing both the consequentialness and expectedness of evidence when conducting process tracing.
Process Tracing and Advanced Qualitative Methods: …
https://www.eui.eu/Documents/DepartmentsCentres/SPS/Workshops/2014-2015/PC_ProcessTracingandAdvancedQualitativeMethods.pdf
Bayesian inference as a general approach, show how we can conceptualize process tracing in Bayesian terms, and demonstrate the considerable advantages of doing so. The second lecture will address the problem of drawing inferences for multiple forms of evidence in mixed-method research. Specifically, how can we bring together quantitative (correlational) and process …
A Set-Theoretic Approach to Bayesian Process Tracing
https://journals.sagepub.com/doi/full/10.1177/0049124117701489
By explicitly connecting Bayesian analysis to its set-theoretic foundations, the approach makes process tracing more intuitive and thus easier to apply for qualitative researchers. Moreover, the set-theoretic approach provides new tools for assessing both the consequentialness and expectedness of evidence when conducting process tracing.
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