統計學與實習二

新訊息期末考:6/20(三),10:00-12:10。範圍:10-13章。     
新訊息
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 Tuesday 14:20-16:20 (單週上課), Wednesday 10:20-12:10
 
      
Office Hours Wednesday 14:00-15:00.
      
Textbook

Stock and Watson (2011), Introduction to Econometrics, Addision Wesley, 3rd edition.

      
Exams: Midterm 4/25, Final 6/20.
      
Grade Quiz 30%, Midterm 30%, Final 40%.
      
Teaching Assistant 楊宗翰助教的實習課網頁
      

上課進度與投影片

(2/21) Introduction, Economic Questions and Data

(2/22) Review of Probability

(2/29) Review of Statistics

          Bivariate Regression I (~p.13)

(3/6)   Bivariate Regression I (p.14~)

(3/7)   Bivariate Regression II (~p.37)

          Classical Linear Regression Model

(3/14) Bivariate Regression II (p.38~)

          Multiple Regression I (~p.39)

(3/20) Multiple Regression I (p.40~)

          Multiple Regression II (~p.48) 

(3/21) Multiple Regression II (p.49~) 

          廢票哪裡來? (論文), 投影片

(3/28) 身高與所得

          怡君比較會考試?

          Nonlinear Regression Models (~p.19)

(4/11) Nonlinear Regression Models (p.20~)

(4/17) Assessing Regression Studies (~p.31)

(4/18) Assessing Regression Studies (p.32~)

          生師比與基測成績

          小校現象

(4/25) 期中考: 題目解答

(5/1)   Regression with Panel Data

(5/2)   Regression with Panel Data              

              Duggan and Levitt (2002), Winning Isn't Everything: Corruption in Sumo Wrestling, 投影片(~p.8)

(5/9)   Sumo Wrestling (p.9~)

          Regression with Binary Dependent Variable (~p.34)

(5/15) Regression with Binary Dependent Variable (p.35~)

(5/16) Hepatitis B and Missing Women, 投影片

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

          Missing Women--- Wiki Gender, 艾蜜莉·奧斯特--- Wiki

          Gendercide, The worldwide war on baby girls, Economist, 2010/3/4. 投影片

           Instrumental Variables Regression (~p.16)

(5/23)  Instrumental Variables Regression (p.17~56)

(5/29)  Instrumental Variables Regression (p.57~93)

(5/30)  Instrumental Variables Regression (p.94~)

           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(~p.3)

(6/6)   Angrist and Kreuger (1991), Does Compulsory School Attendance Affect Schooling and Earnings? 投影片(p.4~)

           Experiment and Quasi-Experiment (p.5~39)

(6/12)  大雨停課 

(6/13)  Experiment and Quasi-Experiment (p.40~54)

            廢票哪裡來?投影片(p.22-27)

          Experiment and Quasi-Experiment (p.55~)   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

        

 

 

考古題:

    midterm: 2011-題目, 解答; 2010-題目, 解答; 2009-題目, 解答

          final: 2011-題目, 解答; 2010-題目, 解答; 2009-題目, 解答

Software 

   

常用實證資料庫

   2003年台大學生抽樣調查,資料問卷

    台灣高等教育資料庫,2005年大一學生調查,資料問卷codebook

    臺灣社會變遷調查

    交叉查榜:iCross101年大學交叉查榜

    教育部各校基本資料庫檔案

    綜合所得稅申報核定統計專冊

   

 

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