Matteo Courthoud
Matteo Courthoud
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Difference in Differences
In this tutorial, we are going to see how to estimate the causal effect of a treatment on an outcome when treatment assignment is not random, but we observe both treated and untreated units before and after treatment.
Apr 15, 2022
9 min read
Permutation Tests for Dummies
If you search “permutation test” on Wikipedia, you get the following definition: A permutation test (also called re-randomization test) is an exact statistical hypothesis test making use of the proof by contradiction in which the distribution of the test statistic under the null hypothesis is obtained by calculating all possible values of the test statistic under possible rearrangements of the observed data.
Apr 15, 2022
8 min read
Policy Learning
In this tutorial, we are going to see how to design the most welfare-improving policy in presence of treatment effect heterogeneity and treatment costs or budget constraints. Requisites For this tutorial, I assume you are familiar with the following concepts:
Apr 15, 2022
10 min read
Propensity Score Matching
In this tutorial, we are going to see how to estimate causal effects when the treatment is not unconditionally randomly assigned, but we need to condition on observable features in order to assume treatment exogeneity.
Apr 15, 2022
11 min read
Regression Discontinuity
In this tutorial, we are going to see how to estimate causal effects when treatment assignment is not random, but determined by a forcing variable such as a test or a requirement.
Apr 15, 2022
6 min read
Free Courses in Economics
In this page, I collect lectures and materials for graduate courses in Economics and Social Sciences. I will only link to lectures and materials that are freely available. I will not link to courses hosted on MOOC websites or that require university credentials to access.
Feb 10, 2022
2 min read
Economics Conferences
In this page, I collect information about conferences in Economics and Finance. If you know about public conferences or meetings that are missing from this list, please either contact me or edit the table on Github!
Jan 10, 2022
4 min read
How to Work on a Remote Machine via SSH
Welcome to my tutorial on how to set up a remote machine and deploy your code there. I will first analyze SSH and then look at two specific applications: coding in Python and Julia.
Dec 6, 2021
7 min read
My Color Palette
Ok, this is a fun post. I am choosing… my color palette! I have decided to unify all the color palettes I have on my website, slides, graphs, etc… into a unique universal color palette.
Oct 24, 2021
1 min read
Online Seminars in Economics
In this page I collect information about online seminars in Economics. If you know about public seminars that are missing from this list, please either contact me or edit the table on Github!
Oct 9, 2021
2 min read
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