Land Allocation in the Presence of Estimation Risk
Estimation risk occurs when parameters relevant for decision making are uncertain. Bayes' criterion is consistent with expected-utility maximization in the presence of estimation risk. This article examines optimal (Bayes') land allocations and land allocations obtained using the tradition...
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Western Agricultural Economics Association
1995-07-01
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Online Access: | https://ageconsearch.umn.edu/record/30929 |
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doaj-fc2670bef06e403c8e01ffad7351087a2020-11-25T01:14:17ZengWestern Agricultural Economics AssociationJournal of Agricultural and Resource Economics1068-55022327-82851995-07-01201496310.22004/ag.econ.3092930929Land Allocation in the Presence of Estimation RiskSergio H. LenceDermot J. HayesEstimation risk occurs when parameters relevant for decision making are uncertain. Bayes' criterion is consistent with expected-utility maximization in the presence of estimation risk. This article examines optimal (Bayes') land allocations and land allocations obtained using the traditional plug-in approach and two alternative decision rules. Bayes' allocations are much better economically than the other allocations when there are few sample observations relative to activities. Calculation of certainty equivalent returns (CERs) with estimation risk is also discussed and illustrated. CERs are typically (and incorrectly) calculated with the plug-in approach. Plug-in CERs may be extremely misleading.https://ageconsearch.umn.edu/record/30929bayes' decision criterioncertainty equivalentestimation riskexpected utilityuncertainty |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Sergio H. Lence Dermot J. Hayes |
spellingShingle |
Sergio H. Lence Dermot J. Hayes Land Allocation in the Presence of Estimation Risk Journal of Agricultural and Resource Economics bayes' decision criterion certainty equivalent estimation risk expected utility uncertainty |
author_facet |
Sergio H. Lence Dermot J. Hayes |
author_sort |
Sergio H. Lence |
title |
Land Allocation in the Presence of Estimation Risk |
title_short |
Land Allocation in the Presence of Estimation Risk |
title_full |
Land Allocation in the Presence of Estimation Risk |
title_fullStr |
Land Allocation in the Presence of Estimation Risk |
title_full_unstemmed |
Land Allocation in the Presence of Estimation Risk |
title_sort |
land allocation in the presence of estimation risk |
publisher |
Western Agricultural Economics Association |
series |
Journal of Agricultural and Resource Economics |
issn |
1068-5502 2327-8285 |
publishDate |
1995-07-01 |
description |
Estimation risk occurs when parameters relevant for decision making are uncertain. Bayes' criterion is consistent with expected-utility maximization in the presence of estimation risk. This article examines optimal (Bayes') land allocations and land allocations obtained using the traditional plug-in approach and two alternative decision rules. Bayes' allocations are much better economically than the other allocations when there are few sample observations relative to activities. Calculation of certainty equivalent returns (CERs) with estimation risk is also discussed and illustrated. CERs are typically (and incorrectly) calculated with the plug-in approach. Plug-in CERs may be extremely misleading. |
topic |
bayes' decision criterion certainty equivalent estimation risk expected utility uncertainty |
url |
https://ageconsearch.umn.edu/record/30929 |
work_keys_str_mv |
AT sergiohlence landallocationinthepresenceofestimationrisk AT dermotjhayes landallocationinthepresenceofestimationrisk |
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1725157574508019712 |