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基于 Lasso 和支持向量机的组合预测及其应用

喻胜华 龚尚花

经济数学2016,Vol.33Issue(2):46-49,4.
经济数学2016,Vol.33Issue(2):46-49,4.

基于 Lasso 和支持向量机的组合预测及其应用

Combination Forecast and its Application Based on Lasso and Support Vector Machine

喻胜华 1龚尚花1

作者信息

  • 1. 湖南大学经济与贸易学院,湖南长沙 410079
  • 折叠

摘要

Abstract

In view of the connection between Lasso and support vector machine and their respective advantages ,we gave three kinds of combination forecast model ,which includes series combination forecast ,parallel combination forecast and embed‐ded combination forecast .Then we used them in China's grain price forecast .The empirical results show that compared with the prediction results of single prediction method both series combination forecast and embedded combination forecast based on Lasso and Support Vector Machine have higher prediction accuracy .

关键词

组合预测/Lasso/支持向量机

Key words

combination forecast/Lasso/support vector machine

分类

管理科学

引用本文复制引用

喻胜华,龚尚花..基于 Lasso 和支持向量机的组合预测及其应用[J].经济数学,2016,33(2):46-49,4.

基金项目

国家社会科学基金资助项目(12B T J014). ()

经济数学

1007-1660

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