Yield and price forecasting for stochastic crop decision planning

DOI10.1007/S13253-010-0025-7zbMath1306.62302OpenAlexW2069291493MaRDI QIDQ2260168

Yanyan Li

Publication date: 5 March 2015

Published in: Journal of Agricultural, Biological, and Environmental Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s13253-010-0025-7

zbMATH Keywords

functional principal component analysisvarying-coefficient modelcrop decision planningcrop price forecastingcrop yield forecastingfunctional model-based prediction

Mathematics Subject Classification ID

Applications of statistics to environmental and related topics (62P12)

Uses Software

• fda (R)
• SemiPar
• itsmr

Cites Work

• Estimating the Number of Clusters in a Data Set Via the Gap Statistic
• Prediction in functional linear regression
• Functional data analysis.
• Nonparametric functional data analysis. Theory and practice.
• Semiparametric Regression
• Clustering for Sparsely Sampled Functional Data
• Finding the Number of Clusters in a Dataset
• Introduction to Time Series and Forecasting
• On the Exact Covariance of Products of Random Variables
• Functional Data Analysis for Sparse Longitudinal Data

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