Evaluating the USDA's Net Farm Income Forecast

The USDA produces four forecasts of net farm income for each year; these forecasts are closely monitored by decision makers across the agricultural sector. However, little is known about the performance of these forecasts. Traditional forecast evaluation tests suggest that between 1975 and 2016, the...

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Main Authors: Todd H. Kuethe, Todd Hubbs, Dwight R. Sanders
Format: Article
Language:English
Published: Western Agricultural Economics Association 2018-09-01
Series:Journal of Agricultural and Resource Economics
Subjects:
Online Access:https://ageconsearch.umn.edu/record/276505
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author Todd H. Kuethe
Todd Hubbs
Dwight R. Sanders
author_facet Todd H. Kuethe
Todd Hubbs
Dwight R. Sanders
author_sort Todd H. Kuethe
collection DOAJ
description The USDA produces four forecasts of net farm income for each year; these forecasts are closely monitored by decision makers across the agricultural sector. However, little is known about the performance of these forecasts. Traditional forecast evaluation tests suggest that between 1975 and 2016, the long-horizon forecasts systematically under-predicted realized values. In addition, the shorter-horizon forecast revisions overreact to new information. The findings suggest that forecast users should adjust their expectations and that the USDA may want to consider other forecast approaches to supplement current procedures.
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spelling doaj.art-419f34a68c30442f95aa655b7272a1662022-12-21T20:17:23ZengWestern Agricultural Economics AssociationJournal of Agricultural and Resource Economics1068-55022327-82852018-09-0143345746810.22004/ag.econ.276505276505Evaluating the USDA's Net Farm Income ForecastTodd H. KuetheTodd HubbsDwight R. SandersThe USDA produces four forecasts of net farm income for each year; these forecasts are closely monitored by decision makers across the agricultural sector. However, little is known about the performance of these forecasts. Traditional forecast evaluation tests suggest that between 1975 and 2016, the long-horizon forecasts systematically under-predicted realized values. In addition, the shorter-horizon forecast revisions overreact to new information. The findings suggest that forecast users should adjust their expectations and that the USDA may want to consider other forecast approaches to supplement current procedures.https://ageconsearch.umn.edu/record/276505fixed-event forecastsforecast evaluationnet farm income
spellingShingle Todd H. Kuethe
Todd Hubbs
Dwight R. Sanders
Evaluating the USDA's Net Farm Income Forecast
Journal of Agricultural and Resource Economics
fixed-event forecasts
forecast evaluation
net farm income
title Evaluating the USDA's Net Farm Income Forecast
title_full Evaluating the USDA's Net Farm Income Forecast
title_fullStr Evaluating the USDA's Net Farm Income Forecast
title_full_unstemmed Evaluating the USDA's Net Farm Income Forecast
title_short Evaluating the USDA's Net Farm Income Forecast
title_sort evaluating the usda s net farm income forecast
topic fixed-event forecasts
forecast evaluation
net farm income
url https://ageconsearch.umn.edu/record/276505
work_keys_str_mv AT toddhkuethe evaluatingtheusdasnetfarmincomeforecast
AT toddhubbs evaluatingtheusdasnetfarmincomeforecast
AT dwightrsanders evaluatingtheusdasnetfarmincomeforecast