Modeling Joint Dependence of Managed Ecosystems Pests: The Case of the Wheat Stem Sawfly
Many invasive and opportunistic pests cause multiple, interdependent adverse outcomes on agricultural production. Often, however, these impacts are modeled independently, which can bias empirical inferences and contribute to inaccurate recommendations. We use a copula function to more accurately mod...
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Western Agricultural Economics Association
2018-05-01
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doaj-3b335dba329b41a6bc3203cbcb643def2020-11-25T00:15:36ZengWestern Agricultural Economics AssociationJournal of Agricultural and Resource Economics1068-55022327-82852018-05-0143217219410.22004/ag.econ.273445273445Modeling Joint Dependence of Managed Ecosystems Pests: The Case of the Wheat Stem SawflyAnton BekkermanDavid K. WeaverMany invasive and opportunistic pests cause multiple, interdependent adverse outcomes on agricultural production. Often, however, these impacts are modeled independently, which can bias empirical inferences and contribute to inaccurate recommendations. We use a copula function to more accurately model the joint behavior and provide an empirical example of its application to assess the impacts of the wheat stem sawfly (WSS). We use a unique farm-level dataset to estimate the expected losses associated with WSS and then evaluate two popular WSS management strategies. We find that strategies minimizing long-run infestation levels are preferred to those that seek to maximize yield potential in exchange for higher risk of intertemporal infestation.https://ageconsearch.umn.edu/record/273445biological controlcopulaharvest decisionshost plant resistance |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Anton Bekkerman David K. Weaver |
spellingShingle |
Anton Bekkerman David K. Weaver Modeling Joint Dependence of Managed Ecosystems Pests: The Case of the Wheat Stem Sawfly Journal of Agricultural and Resource Economics biological control copula harvest decisions host plant resistance |
author_facet |
Anton Bekkerman David K. Weaver |
author_sort |
Anton Bekkerman |
title |
Modeling Joint Dependence of Managed Ecosystems Pests: The Case of the Wheat Stem Sawfly |
title_short |
Modeling Joint Dependence of Managed Ecosystems Pests: The Case of the Wheat Stem Sawfly |
title_full |
Modeling Joint Dependence of Managed Ecosystems Pests: The Case of the Wheat Stem Sawfly |
title_fullStr |
Modeling Joint Dependence of Managed Ecosystems Pests: The Case of the Wheat Stem Sawfly |
title_full_unstemmed |
Modeling Joint Dependence of Managed Ecosystems Pests: The Case of the Wheat Stem Sawfly |
title_sort |
modeling joint dependence of managed ecosystems pests: the case of the wheat stem sawfly |
publisher |
Western Agricultural Economics Association |
series |
Journal of Agricultural and Resource Economics |
issn |
1068-5502 2327-8285 |
publishDate |
2018-05-01 |
description |
Many invasive and opportunistic pests cause multiple, interdependent adverse outcomes on agricultural production. Often, however, these impacts are modeled independently, which can bias empirical inferences and contribute to inaccurate recommendations. We use a copula function to more accurately model the joint behavior and provide an empirical example of its application to assess the impacts of the wheat stem sawfly (WSS). We use a unique farm-level dataset to estimate the expected losses associated with WSS and then evaluate two popular WSS management strategies. We find that strategies minimizing long-run infestation levels are preferred to those that seek to maximize yield potential in exchange for higher risk of intertemporal infestation. |
topic |
biological control copula harvest decisions host plant resistance |
url |
https://ageconsearch.umn.edu/record/273445 |
work_keys_str_mv |
AT antonbekkerman modelingjointdependenceofmanagedecosystemspeststhecaseofthewheatstemsawfly AT davidkweaver modelingjointdependenceofmanagedecosystemspeststhecaseofthewheatstemsawfly |
_version_ |
1725385935232696320 |