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Can Private Forecasters Beat the USDA? Analysis of Relative Accuracy of Crop Acreage and Production Forecasts

机译:私人预报员可以击败美国农业部吗?作物面积和生产预测相对准确性分析

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This study examines the accuracy of United States Department of Agriculture (USDA) crop Acreage and Production forecasts for corn, soybeans, and winter wheat relative to their private counterparts over 1970–2019. Our main findings suggest that USDA forecasts often had significantly smaller errors than their private counterparts. The accuracy of both USDA and private forecasts has improved over time, but the accuracy of USDA forecasts has improved more than that of private forecasts, maintaining the USDA’s relative accuracy advantage. The accuracy advantage of Prospective Plantings and Acreage reports highlights the importance of survey-based approaches used for these forecasts.
机译:本研究探讨了美国农业部(USDA)作物面积和玉米,大豆和冬小麦的作物面积和生产预测的准确性,相对于1970 - 2019年的私人对手。我们的主要研究结果表明,USDA预测通常比私人同行误差明显较小。 USDA和私人预测的准确性随着时间的推移而得到了改善,但USDA预测的准确性得到了超过私人预测的提高,维护了USDA的相对准确性优势。预期种植和面积报告的准确性优势突出了用于这些预测的基于调查方法的重要性。

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