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Process tracing, sampling, and drift rate construction
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Stewart, Neil and Mullett, Timothy L. (2019) Process tracing, sampling, and drift rate construction. In: Schulte-Mecklenbeck, Michael and Kühberger, Anton and Johnson, Joseph G., (eds.) A Handbook of Process Tracing Methods. Routledge, pp. 326-340. ISBN 9781138064201
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WRAP-process-tracing-sampling-drift-rate-construction-Stewart-2019.pdf - Accepted Version - Requires a PDF viewer. Download (869Kb) | Preview |
Official URL: http://dx.doi.org/10.4324/9781315160559
Abstract
In this chapter, the authors review the idea from a model called decision by sampling and show how they have used process tracing data to constrain the development of this model into a process model of choice. They explain how people counting wins will behave as if the subjective value for an attribute value is given by its rank position against other attribute values. The authors discuss how the sort of tally can be particularly robust and can be considered as optimal and also review evidence for the rank hypothesis in judgment and choice, and also evidence from neuroimaging studies including functional magnetic resonance imaging and single cell recording. They consider the attentional drift diffusion model and deal with a discussion of how the rank hypothesis and drift diffusion can be combined and developed into a new mathematical model of multiattribute choice, with modeling assumptions constrained by process data.
Item Type: | Book Item | ||||||||||||
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Subjects: | B Philosophy. Psychology. Religion > BF Psychology H Social Sciences > HA Statistics H Social Sciences > HD Industries. Land use. Labor Q Science > QP Physiology |
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Divisions: | Faculty of Social Sciences > Warwick Business School > Behavioural Science Faculty of Social Sciences > Warwick Business School |
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Library of Congress Subject Headings (LCSH): | Decision making, Sampling , Choice (Psychology) , Cognition, Eye tracking | ||||||||||||
Publisher: | Routledge | ||||||||||||
ISBN: | 9781138064201 | ||||||||||||
Book Title: | A Handbook of Process Tracing Methods | ||||||||||||
Editor: | Schulte-Mecklenbeck, Michael and Kühberger, Anton and Johnson, Joseph G. | ||||||||||||
Official Date: | 18 June 2019 | ||||||||||||
Dates: |
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Page Range: | pp. 326-340 | ||||||||||||
DOI: | 10.4324/9781315160559 | ||||||||||||
Status: | Peer Reviewed | ||||||||||||
Publication Status: | Published | ||||||||||||
Re-use Statement: | This is an Accepted Manuscript of a book chapter published by Routledge in A Handbook of Process Tracing Methods on June 18, 2019, available online: http://www.routledge.com/9781138064201 | ||||||||||||
Access rights to Published version: | Restricted or Subscription Access | ||||||||||||
Date of first compliant deposit: | 27 March 2024 | ||||||||||||
Date of first compliant Open Access: | 28 March 2024 | ||||||||||||
RIOXX Funder/Project Grant: |
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