AppliedEconometrics2020

Lecture Material for Applied Econometrics (Spring 2020)

Update (3/7/2021): 2021年度夏クォーターの履修者の皆様へ。

ここには2020年度春学期の授業ノートを載せています。21年度は内容の順番が変更される予定です。 21年度については、以下のホームページを参照ください。(5月後半に更新予定) https://yutatoyama.github.io/AppliedEconometrics2021/

Introduction

This website is for applied econometrics course for undergraduate students at Waseda university. This is maintained by Yuta Toyama.

Link to Github Repo

Lecture note

Announcement


No. Topic Note Slide R markdown (RMD file)
1 Introduction [Note] [Slide] [RMD]
2 R Basics 1 [Note] [Slide] [RMD]
3 R Basics 2 [Note] [Slide] [RMD]
4 Review of Statistics [Note] [Slide] [RMD]
5 Regression 1 [Note] [Slide] [RMD]
6 Regression 2 [Note] [Slide] [RMD]
7 Regression 3 [Note] [Slide] [RMD]
8 Instrumental variable 1 [Note] [Slide] [RMD]
9 Instrumental variable 2 [Note] [Slide] [RMD], [Data]
10 Panel data 1 [Note] [Slide] [RMD]
11 Panel data 2 [Note] [Slide] [RMD]
12 Program Evaluation 1: Framework and Randomized Control Trial [Note] [Slide] [RMD]
13 Program Evaluation 2: Matching [Note] [Slide] [RMD]
14 Program Evaluation 3: Difference-in-differences [Note] [Slide] [RMD]
15 Program Evaluation 4: Regression Discontinuity Design [Note] [Slide] [RMD]

License

This work is licensed under GNU General Public License v3.0.