leehygh/appliedeconometrics2021

Applied Econometrics 2021

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.