一种用于组合预测的近似贝叶斯算法

An Approximate Bayesian Algorithm for Combining Forecasts*

DECISION SCIENCES · 2001
被引 4
人大 AABS 3

中文导读

提出一种基于凸组合的共识预测方法,通过函数近似实现权重顺序更新,解决精确贝叶斯更新计算复杂的问题,并用实例验证。

Abstract

Abstract In this paper we propose a consensus forecasting method based on a convex combination of individual forecast densities. The exact Bayesian updating of the convex combination weights is very complex and practically prohibitive. We propose a simple sequential updating alternative method based on function approximation. Several examples illustrate the method.

贝叶斯统计预测方法优化算法时间序列分析