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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 systematic review of evidence across time, allowing for an analysis of the sequence of events and retrieval of key contextual information to divulge a causal mechanism ...
Process Tracing: a Bayesian Perspective | Semantic Scholar
https://www.semanticscholar.org/paper/Process-Tracing%3A-a-Bayesian-Perspective-Bennett/b87eb1fceae96e3b110b45e5e0220179a079cc50
Process Tracing: a Bayesian Perspective @inproceedings{Bennett2008ProcessTA, title={Process Tracing: a Bayesian Perspective}, author={Andrew Bennett}, year={2008} } Andrew Bennett; Published 21 August 2008; Geography; View via Publisher. Save to …
Understanding Bayesianism: Fundamentals for Process …
https://www.cambridge.org/core/journals/political-analysis/article/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.
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.
Process Tracing and Bayesian Updating for impact …
https://journals.sagepub.com/doi/abs/10.1177/1356389016654584
Basic principles of Process Tracing and Bayesian Updating; The building blocks of the ‘Contribution Tracing’ approach; Application: Evaluating the Universal Health Care Campaign in Ghana; Measuring the strength of the evidence with Bayesian probability; How to apply the approach: Practical considerations and the ‘contribution trial’
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 …
Process tracing with Better Evidence Bayesian …
https://pubs.iied.org/sites/default/files/pdfs/migrate/17402IIED.pdf
Process tracing with Bayesian updating Considering power, inequality and gender Where possible and appropriate, process tracing methodology should incorporate multiple viewpoints and data sources from a range of stakeholders. This can include the perspectives of: the powerful and not so powerful, women and men, and those who face inequality.
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