An Integrated Hog Supply Forecasting Framework Incorporating the Time-Lagged Piglet Feature: Sustainable Insights from the Hog Industry in China
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- Crom, Richard, 1970. "A Dynamic Price-Output Model of the Beef and Pork Sectors," Technical Bulletins 171854, United States Department of Agriculture, Economic Research Service.
- Harlow, Arthur A., 1962. "Factors Affecting the Price and Supply of Hogs," Technical Bulletins 170999, United States Department of Agriculture, Economic Research Service.
- K. D. Meilke & A. C. Zwart & L. J. Martin, 1974. "North American Hog Supply: A Comparison Of Geometric And Polynomial Distributed Lag Models," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 22(2), pages 15-30, July.
- Rezitis, Anthony N. & Stavropoulos, Konstantinos S., 2009.
"Modeling Pork Supply Response and Price Volatility: The Case of Greece,"
Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 41(01), pages 1-18, April.
- Rezitis, Anthony N. & Stavropoulos, Konstantinos S., 2009. "Modeling Pork Supply Response and Price Volatility: The Case of Greece," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 41(1), pages 145-162, April.
- Jie Pang & Juan Yin & Guangchang Lu & Shimei Li, 2023. "Supply and Demand Changes, Pig Epidemic Shocks, and Pork Price Fluctuations: An Empirical Study Based on an SVAR Model," Sustainability, MDPI, vol. 15(17), pages 1-16, August.
- Maples, Joshua G. & Lusk, Jayson L. & Peel, Derrell S., 2019. "Technology and evolving supply chains in the beef and pork industries," Food Policy, Elsevier, vol. 83(C), pages 346-354.
- Tao Xiong & Yukun Bao & Zhongyi Hu, 2014. "Multiple-output support vector regression with a firefly algorithm for interval-valued stock price index forecasting," Papers 1401.1916, arXiv.org.
- Wilbur R. Maki, 1963. "Forecasting Livestock Supplies and Prices with an Econometric Model," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 45(3), pages 612-624.
- Michael S. Kaylen, 1988. "Vector Autoregression Forecasting Models: Recent Developments Applied to the U.S. Hog Market," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 70(3), pages 701-712.
- Anthony N Rezitis & Konstantinos S Stavropoulos, 2009. "Modeling sheep supply response under asymmetric price volatility and cap reforms," Economics Bulletin, AccessEcon, vol. 29(2), pages 512-522.
- Bruce L. Dixon & Larry J. Martin, 1982. "Forecasting U.S. Pork Production Using a Random Coefficient Model," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 64(3), pages 530-538.
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Keywords
machine learning; piglet feature; STL decomposition; sustainability of hog supply;All these keywords.
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