計量經濟學導論暨實習

 

課程目標:使同學在修完本課程之後,擁有從事實證研究所需的基本工具。
 
Syllabus
Time Wednesdays 10:20-13:10
 
 Textbook

Stock and Watson (2020), Introduction to Econometrics, Addision Wesley, 4th edition.

      
Exams: Midterm 4/14, Final 6/9.
      
Grade 期初考 10%,實習課與小考 25%,期中考 30%,期末考 35%.
      
Teaching Assistant

實習課網頁:A班B班

      

期初考試:

   對象:已選上和要加選的同學都請參加

   時間: 2/23,13:20-15:10

   範圍:Stock and Watson (2020),第二章和第三章。

   材料:課本內容

             投影片,Review of ProbabilityReview of Statistics。     

 

上課進度與投影片

(Lecture 1, 2/24)     Economic Questions and Data

                                Bivariate Regression I

                                Data for Chapter 4

(Lecture 2, 3/3)       Bivariate Regression II

(Lecture 3, 3/9)       Multiple Regression I

(Lecture 4, 3/10)     Multiple Regression II

Lecture 5, 3/17)       廢票哪裡來? 論文投影片

                                 [背景資料:2004年中華民國總統選舉

                                  對街少年亮槍 台大女中彈]

 (Lecture 6, 3/23)     怡君比較會考試

                                Why Do Wealthy Parents Have Wealthy Children?

                                Nonlinear Regression Model

(Lecture 7, 3/24)      Assessing Studies Based on Multiple Regression   

(Lecture 8, 3/31)      Regression with Panel Data

(Lecture 9, 4/7)        Regression with Panel Data

(Lecture 10, 4/14)    Duggan and Levitt (2002), Winning Isn't Everything: Corruption in Sumo Wrestling 投影片

                                Mastering Metrics,

                                Introduction,

                                Chapter 1: Randomized Trials,

                                Chapter 2: Regression, 投影片

             4/21            期中考,範圍 Chapter 1, Chapter 4 - 4/14 的進度

 

(Lecture 11, 4/27)   Regression with Binary Dependent Variable

(Lecture 12, 4/28)   Hepatitis B and Missing Women, 投影片

                               Hepatitis B and the Case of Missing Women

                               Can Hepatitis B Mothers Account for the Number of Missing Women? Evidence from Three Millions Newborns in Taiwan

                               Missing Women--- Wiki

                               艾蜜莉·奧斯特--- Wiki

(Lecture 13, 5/5)    Instrumental Variable Regression

(Lecture 14, 5/11)    Instrumental Variable Regression

 

(Lecture 15, 5/12) Angrist and Evans (1998), Children and Their Parents' Labor Supply: Evidence from Exogenous Variation in Family Size, 投影片

                           The Effect of Fertility on Female Labor Supply in Taiwan--- An Instrumental Variables Estimation

                           Angrist and Kreuger (1991), Does Compulsory School Attendance Affect Schooling and Earnings?投影片  

 

(Lecture 16, 5/18)  Experiment and Quasi Experiment

                               廢票哪裡來?投影片(p.22-27)

 

(Lecture 17, 5/19) Chou, Liu and Hammitt (2003), National Health Insurance and precautionary saving: evidence from Taiwan, 投影片

                            楊子霆與駱明慶 (2009)誰付退休金?--- 勞退新制對私部門勞工薪資的影響,《經濟論文》, 37:3, 339-368投影片

 

(Lecture 18, 5/26) 公私部門勞動報酬的比較

                             Prediction with Many Regressors and Big Data

 

(Lecture 18, 6/1)  Prediction with Many Regressors

 

(Lecture 19, 6/2)  Time Series Regression and Forecasting

 

(Lecture 20, 6/9)  Time Series Regression and Forecasting

 

(Lecture 21, 6/16)  Dynamic Causal Effects

 

                   6/23    期末考

 

 

 

 

 

 

  

考古題:

   midterm:  2020-題目, 解答; 2019-題目, 解答;

          final:  2020-題目, 解答; 2019-題目, 解答

 

課本習題單數題解答與其它學習資源