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Modeling Grain Yield in China with Uncertain Time Series Analysis

  • Tingqing Ye
  • , Rui Kang*
  • *Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

Abstract

Grain yield is an important factor related to the stable operation of a country's social economy. This paper employs uncertain time series analysis (UTSA) to model rice grain yield in China, including order selection, parameter estimation, residual analysis, uncertain hypothesis test and forecast. By analyzing the characteristics of the residual plot, the reason of using uncertain time series analysis instead of probabilistic time series analysis is explained.

Original languageEnglish
Article number2243003
JournalJournal of Uncertain Systems
Volume15
Issue number4
DOIs
StatePublished - 1 Dec 2022

Keywords

  • Uncertain time series analysis
  • grain yield
  • uncertainty theory

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