課程資訊

Econometrics (Ⅰ)

101-1

ECON4014

303 48110

Ceiba 課程網頁
http://ceiba.ntu.edu.tw/1011econ101

1、Two-Variable Regression Analysis (Chapter 1-5), 統計學請自行複習。
(1) Some Basic Ideas (Appendix A)
(2) Estimation
(3) Classical Normal Linear Regression Model
(4) Interval Estimation and Hypothesis Testing
(5) Functional Form

2、Multiple Regression Analysis (Chapter 6-8, Appendix C)
(1) Matrix Algebra：Appendix B
(2) Estimation
(3) Inference
(4) Hypothesis Testing

3、Maximum Likelihood Method (Chapter 4, Appendix)

4、Dummy Variables, Difference-in-Difference Estimation (Chapter 9)

5、Relaxing the Assumptions of the Classical Model
(1) Autocorrelation (Chapter 12)
(2) Heteroscedasticity (Chapter 11)
(3) Multicollinearity (Chapter 10)

“Econometrics is based on upon the development of statistical method for estimating economic relationships, testing economic theories, and evaluating and implementing government and business policy.”
“An empirical analysis uses data to test a theory or to estimate a relationship.”
“In most tests of economic theory, and certainly for evaluating public policy, the economist’s goal is to infer that one variable (such as education) has a causal effect on another variable (such as worker productivity).”
(from Wooldridge, 2003)

* 自行複習統計學與矩陣.
* 上課請帶課本。上課請勿遲到。
* 期中考與期末考為Open-Book，可帶任何計量經濟學書籍、筆記與電子計算機。

Office Hours

1、Wooldridge, Jeffrey M. (2003), Introductory Econometrics: A Modern
Approach, Thomson: South- Western.（新月, 華泰圖書公司代理）
2、Stock, James H. and Mark W. Watson (2003), Introduction to Econometrics,
3、Hill, R. Carter, William E. Griffiths, and Guay C. Lim (2008), Principles
of Econometrics, 3rd edition, Wiley. (雙葉公司代理).
4、經濟學相關網站：
* www.marginalrevolution.com (Marginal Revolution)
* www.nber.org (National Bureau of Economists Research)
* rfe.org (Resources for Economics on the Internet)
5、電腦軟體：Stata。

(僅供參考)

 No. 項目 百分比 說明 1. 期初考 10% 2. 期中考 30% 3. 期末考 35% 4. 平時作業 25%

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