Lecture Material for Applied Econometrics (Spring 2021)

Introduction

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

I recommend you to download the files from Github Repo.

I would appreciate any comments on typos and error by opening a issue or submitting a pull request.

Lecture Slides

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No.	Topic	HTML	PDF	R markdown	Data
1	Introduction to the Course	[HTML]	[PDF]	[RMD]
2	Introduction to R	[HTML]	[PDF]	[RMD]	[Data]
3	Randomized Control Trial 1: Framework	[HTML]	[PDF]	[RMD]
4	Randomized Control Trial 2: Application	[HTML]	[PDF]	[RMD]
5	Regression 1: Framework	[HTML]	[PDF]	[RMD]
6	Regression 2: Implementation	[HTML]	[PDF]	[RMD]
7	Regression 3: Discussion on Assumptions	[HTML]	[PDF]	[RMD]
8	Regression 4: Application	[HTML]	[PDF]	[RMD]
9	Instrumental Variable 1: Framework	[HTML]	[PDF]	[RMD]
10	Instrumental Variable 2: Implementation	[HTML]	[PDF]	[RMD]	[Data]
11	Panel Data 1: Framework	[HTML]	[PDF]	[RMD]
12	Panel Data 2: Implementation	[HTML]	[PDF]	[RMD]
13	Panel Data 3: Difference-in-differences	[HTML]	[PDF]	[RMD]
14	Regression Discontinuity 1: Framework and Application	[HTML]	[PDF]	[RMD]
15	Regression Discontinuity 2: Implementation	[HTML]	[PDF]	[RMD]
Appendix 1	R Basics 1	[HTML]	[PDF]	[RMD]
Appendix 2	R Basics 2	[HTML]	[PDF]	[RMD]

License

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