第十部分 空间计量（spatial econometrics)方法
内容：1）介绍空间计量经济学中一些常见估计模型（空间面板模型，空间误差
模型，空间混合模型，空间Durbin模型，GS2SLS模型）设定，估计，检验方法等；2）介绍空间面板模型及空间动态面板模型；3）软件操作；4）文献讲解。
参考: 《Introduction to Spatial Econometrics》（LeSage和Pace著）、《Spatial
Econometrics: From Cross-sectional Data to Spatial Panels》（Paul Elhorst著）、http://www.spatial-econometrics.com，http://www.regroningen.nl/elhorst/software.shtm
文献讲解：Pinkse, Joris and Margaret Slade (2010) The future of spatial econometrics.
Journal of Regional Science 50(1): 103-117.
Lee, Lung-fei and Jihai Yu (2010) Some recent developments in spatial panel data models. Regional Science and Urban Economics 40(5): 255-271.
Zheng, Xinye, Fanghua Li, Shunfeng Song, and Yihua Yu (2014). Central government’s infrastructure investment across Chinese regions: A dynamic spatial panel data approach. China Economic Review
Yu, Yihua, Li Zhang, Fanghua Li, and Xinye Zheng (2012) Strategic interaction and the determinants of public health expenditures in China: A spatial panel perspective. Annals of Regional Science
Yu,Yihua, Li Zhang, Fanghua Li, and Xinye Zheng (2011) On the determinants of public infrastructure spending in Chinese cities: A spatial econometric perspective. Social Science Journal 48(3): 458-467.
第十一部分 非参/半参数(non/semi-parametric)方法
内容：1)介绍非参数估计一般回归方法（核方法、局部多项式回归、正则化方法、正
态均值模型、小波方法等）;2)软件操作；3）文献讲解
文献讲解：Chien-Ming Chen (2013) A critique of non-parametric efficiency analysis
in energy economics studies. Energy Economics 38: 146-152.
6
Halkos, George and Nickolaos Tzeremes (2013) Carbon dioxide emissions and governance: A nonparametric analysis for the G-20. Energy Economics 40: 110-118.
Gagliardinil, Patrick and Olivier Scaillet (2012) Nonparametric instrumental variable estimation of structural quantile effects. Econometrica 80(4): 1533-1562.
Morana, Claudio (2001) A semiparametric approach to short-term oil price forecasting. Energy Economics 23: 325-338.
第十二部分How to write an empirical paper 内容：介绍学术文章设计、写作问题
参考：Cochrane,
John (2005) Writing tips for Ph.D. students
(http://gsbwww.uchicago.edu/fac/john.cochrane/research/Papers/)
John Creedy. From manuscript to publication: A brief guide for economists (www.unifr.ch/wipol/assets/files/PhD Course/Creedy.pdf)
教材及参考书
1. 《Principles of Econometrics》（第四版，Carter Hill等，邹洋译，东北财经大学出版社）
2. 《Mostly Harmless Econometrics》（Joshua Angrist和Jorn-Steffen Pischke, 普林斯顿大学出版社）
3. 《Microeconometrics：Methods and Applications》(Colin Cameron和Pravin Trivedi, 剑桥大学出版社)
4. 《Introduction to Spatial Econometrics》(James LeSage和Robert Pace著, CRC出版社)；《Spatial Econometrics: From Cross-sectional Data to Spatial Panels》（Paul Elhorst著, Springer出版社）
5. 《计量经济学基础》（第五版，古扎拉蒂，中国人民大学出版社）；《计量经济学导论》（第四版，Jeffrey Wooldridge著，费剑平译，中国人民大学出版社）
7
软件参考书
6. Using Stata for Principles of Econometrics》（第四版，Lee Adkins和Carter Hill，Wiley出版社）
7. 《Microeconometrics Using Stata》（Colin Cameron和Pravin Trivedi, STATA出版社）
（http://jiaowu.ruc.edu.cn/more.php?cid=236）
8