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Experimentation, full revelation and inspiration and collapse

Experimentation, full revelation and inspiration and collapse
Experimentation, full revelation and inspiration and collapse
We consider a simple two-period experimentation model and explore some comparative statics implications of failures in the monotone likelihood ratio property (MLRP). A canonical example of a non-MLRP noise density is a U-shaped density on a bounded interval. In that case, the optimal first period action and information at the optimum are non-monotonic in the volatility of noise. Furthermore, there may be discontinuities in the optimal action with respect to changes in the volatility of noise and other parameters, in which the agent switches back and forth between a low, non-fully-revealing action and a high, fully-revealing action.
experimentation, bounded support, learning-by-doing, monotone likelihood ratio property
0167-2681
239-262
Rauh, Michael T.
5e079ac6-745c-44e1-b107-06906ddeb787
Seccia, Giulio
5fb5c6bf-4289-4962-9682-d2decbb0c4ba
Rauh, Michael T.
5e079ac6-745c-44e1-b107-06906ddeb787
Seccia, Giulio
5fb5c6bf-4289-4962-9682-d2decbb0c4ba

Rauh, Michael T. and Seccia, Giulio (2005) Experimentation, full revelation and inspiration and collapse. Journal of Economic Behavior & Organization, 56 (2), 239-262. (doi:10.1016/j.jebo.2003.04.007).

Record type: Article

Abstract

We consider a simple two-period experimentation model and explore some comparative statics implications of failures in the monotone likelihood ratio property (MLRP). A canonical example of a non-MLRP noise density is a U-shaped density on a bounded interval. In that case, the optimal first period action and information at the optimum are non-monotonic in the volatility of noise. Furthermore, there may be discontinuities in the optimal action with respect to changes in the volatility of noise and other parameters, in which the agent switches back and forth between a low, non-fully-revealing action and a high, fully-revealing action.

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More information

Published date: 2005
Keywords: experimentation, bounded support, learning-by-doing, monotone likelihood ratio property

Identifiers

Local EPrints ID: 33411
URI: http://eprints.soton.ac.uk/id/eprint/33411
ISSN: 0167-2681
PURE UUID: 117bf15e-3169-4dcb-bd0f-c224925e44da

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Date deposited: 15 May 2006
Last modified: 15 Mar 2024 07:44

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Contributors

Author: Michael T. Rauh
Author: Giulio Seccia

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