| 基于改进BP神经网络的房地产泡沫测度评价研究 |
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| 引用本文： | 王泽宇.基于改进BP神经网络的房地产泡沫测度评价研究[J].财经理论与实践,2013(4):95-98. |
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| 作者姓名： | 王泽宇 |
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| 作者单位： | 南开大学经济学院经济研究所 |
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| 摘 要： | 当前房地产是否存在泡沫,如何测度这种泡沫程度,是当前舆论界和理论界研究和讨论的热点。通过分析房地产泡沫的深层次影响因素,并据此建立了四个层次测度指标体系。基于用变尺度法改进的BP网络建立了房地产泡沫测度模型,并通过一个实例进行应用和说明。
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| 关 键 词： | 房地产泡沫测度 改进BP神经网络 房地产价格 变尺度法(DFP法) |
Research on the Evaluation of the Real Estate Bubble Based on The Back Propagation Network Model |
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| WANG Ze-yu.Research on the Evaluation of the Real Estate Bubble Based on The Back Propagation Network Model[J].The Theory and Practice of Finance and Economics,2013(4):95-98. |
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| Authors: | WANG Ze-yu |
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| Institution: | WANG Ze-yu (Institute of Economics,Nankai University,Tianjin 300071,China) |
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| Abstract: | Whether there are bubbles in the real estate in China, and if so, how to measure the degree of the real estates bubble, those problems are the hot issues. In this paper, a four index system has been developed to analyze the bubbles. Then evaluation model has been set up using improved BP neural network. Lastly, an instance is demonstrated for application and instructions. |
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| Keywords: | Evaluation of the real estate bubble Improved BP neural network Price of the real estate DFP Method (Davidon Fletcher Powell Method) |
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