├── Lecture Notes ├── 1 - Statistical Preliminaries.pdf ├── 2 - Causation and Experiments.pdf ├── 3 - Internal Validity in Experiments.pdf ├── 4 - Inference and External Validity in Experiments.pdf ├── 5 - Selection on Observables (Matching and Regression).pdf ├── 6 - Instrumental Variables I.pdf ├── 7 - Instrumental Variables II.pdf ├── 8 - Regression Discontinuity.pdf ├── 9 - Difference-in-Differences.pdf └── x10 - Synthetic Control.pdf ├── README.md ├── Syllabus.pdf ├── Weekly R Assignments - Code ├── Code - Weekly Assignment 1.R ├── Code - Weekly Assignment 2.R ├── Code - Weekly Assignment 3.R ├── Code - Weekly Assignment 4.R ├── Code - Weekly Assignment 5.R ├── Code - Weekly Assignment 6.R ├── Code - Weekly Assignment 7.R ├── Code - Weekly Assignment 8.R ├── Code - Weekly Assignment 9.R └── Code - Weekly Assignment x10.R ├── Weekly R Assignments - Datasets ├── Stokes.Rda ├── Stokes_fe.Rda ├── africa.RDa ├── benin.Rda ├── experiment.Rda ├── fishdata.csv ├── guangreen.Rda ├── hajjdata.Rda ├── islamic.csv ├── malesky.Rda ├── star.Rda └── t4data.Rda ├── Weekly R Assignments - Solutions ├── Problem Set 1 - Solutions.pdf ├── Problem Set 2 - Solutions.pdf ├── Problem Set 3 - Solutions.pdf ├── Problem Set 4 - Solutions.pdf ├── Problem Set 5 - Solutions.pdf ├── Problem Set 6 - Solutions.pdf ├── Problem Set 7 - Solutions.pdf ├── Problem Set 8 - Solutions.pdf ├── Problem Set 9 - Solutions.pdf ├── Problem Set x10 - Solutions.pdf └── h └── Weekly R Assignments ├── Problem Set 1_stats intro.pdf ├── Problem Set 2_experiments I.pdf ├── Problem Set 3_experiments II.pdf ├── Problem Set 4_experiments III.pdf ├── Problem Set 5_matching.pdf ├── Problem Set 6_instrumental variables I.pdf ├── Problem Set 7_instrumental variables II.pdf ├── Problem Set 8_regression discontinuity.pdf ├── Problem Set 9_difference in differences.pdf └── xProblem Set 10_synthetic control.pdf /Lecture Notes/1 - Statistical Preliminaries.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/verenakunz/Causal-Inference-for-Beginning-Undergraduates/HEAD/Lecture Notes/1 - 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