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<div><p>Livestock product prices serve as a barometer and bellwether for the agricultural market. However, traditional point prediction techniques focus mainly on tracking or fitting, resulting in limited information and challenges in evaluating the uncertainty of future prices. A compre...

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Bibliographic Details
Main Author:	Weimin Ma (3586310) (author)
Other Authors:	Lingling Peng (1372977) (author), Hu Chen (19500) (author), Haisheng Yan (20727224) (author)
Published:	2025
Subjects:	Science Policy Plant Biology Biological Sciences not elsewhere classified Mathematical Sciences not elsewhere classified Information Systems not elsewhere classified three main steps three groups according livestock product based different embedding dimensions achieve high accuracy price fluctuation range weekly price data interval prediction capabilities interval price prediction price prediction interval predictions data composition prediction step prediction algorithms point prediction upper bound term memory results indicate original signal lstm ). lower bound long short limited information joint point incorporating discussions including point fuzzy mathematics fuzzy entropy future prices empirical study decomposition techniques characteristics categorization better characterize agricultural market
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Basic statistics of weekly price.

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