1. 毕业设计(论文)的内容和要求
房价预测是机器学习领域的热门研究方向, 近年来得到了广泛的研究与快速的发展。
随着经济的发展和可供开发土地的减少,二手房价一路飙高。
截止到2016年5月底,南京市二手房均价已超3万。
2. 参考文献
[1]Beacon (2011). Local Government GIS for the Web. Retrieved March 24, 2011 from http://beacon.schneidercorp.com/ [2]City of Ames Iowa (2002). Ames City Assessor Homepage. Retrieved March 24, 2011 from http://www.cityofames.org/assessor/ [3]Carnegie Mellon University (2011). StatLib---Datasets Archive. Retrieved April 21, 2011 from http://lib.stat.cmu.edu/datasets/boston [4]Dielman, T.E. (2005). Applied Regression Analysis. Fourth edition, Belmont, CA: Brooks/Cole. [5]GAISE, (2005). Guidelines for Assessment and Instruction in Statistics Education (GAISE) college report. Retrieved March 24, 2011 from The American Statistical Association (ASA): http://www.amstat.org/education/gaise/GAISECollege.htm. [6]Harrison, D. and Rubinfeld, D. L. (1978). Hedonic Housing Prices and the Demand for Clean Air, Journal of Environmental Economics and Management, 5, 81-102. [7]Neter, J., Kutner, M., Nachtsheim, C. and Wasserman, W. (1996). Applied Linear Statistical Models. Fourth edition, Chicago, IL: Irwine. [8]Pardoe, I. (2008). Modeling home prices using realtor data, Journal of Statistics Education, Volume 16, Number 2. http://www.amstat.org/publications/jse/v16n2/datasets.pardoe.html [9]Woodard, R. and Leone, J. (2008). A random sample of Wake County, North Carolina residential real estate plots, Journal of Statistics Education, Volume 16, Number 3 (2008). http://www.amstat.org/publications/jse/v16n3/datasets.woodard.html[10]车树毅,(2010)浅谈影响中国房价的因素,高校理科研究,http://www.docx88.com/wkid-13efbec2b9f3f90f77c61b03-1.html[11]李志峰,李金伟,吉伟, 基于支持向量机的上海市宝山区房价判别与预测Journal of HuBei Normal university (Natural Science) Vol.31 2011[12]丁月芝,山东大学基于时间序列模型的房价预测与波动分析[13]谢子宸,考虑住宅周边环境之房价预测模型及服务系统以台北市与新北市为例, https://hdl.handle.net/11296/nm783x[14] Xiaotong Li, Xuan Guo, Chengjie Wang College of Science, China University of Petroleum (Beijing), Beijing. Analysis of Beijing Second-Hand House Price Based on Random Forest
