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| 1 | +# ScPoEconometrics **Advanced Course** Slide Host |
| 2 | + |
| 3 | +* Here you can look at the slides for the [Advanced Econometrics Course](https://github.com/ScPoEcon/ScPoEconometrics) course. |
| 4 | +* This repo is frequently updated, so check back often. |
| 5 | + |
| 6 | + |
| 7 | +## Slides |
| 8 | + |
| 9 | +Lecture 1: Introduction, Logistics and Recap 1 from intro course |
| 10 | + |
| 11 | +Lecture 2: Recap 2 from intro course + intro do data.table |
| 12 | + |
| 13 | +Session 3: Instrumental Variables and Causality 1 |
| 14 | + |
| 15 | +Session 4: Instrumental Variables and Causality 2 |
| 16 | + |
| 17 | +Session 5: Instrumental Variables and Causality 3 |
| 18 | + |
| 19 | +Session 6: Panel Data 1: What, How and Why? |
| 20 | + |
| 21 | +Session 6: Panel Data 2: Applications and Methods |
| 22 | + |
| 23 | +Session 7: Discrete Outcomes: Logit and Probit 1 |
| 24 | + |
| 25 | +Session 8: Discrete Outcomes: Logit and Probit 2 |
| 26 | + |
| 27 | +Session 9: Intro to Machine Learning 1: PCA and K-Means |
| 28 | + |
| 29 | +Session 10: Intro to Machine Learning 2: Machine Learning and Causality, How to choose the Best Model? |
| 30 | + |
| 31 | +Session 11: Recap / Buffer 1 |
| 32 | + |
| 33 | +Session 12: Recap / Buffer 2 |
| 34 | + |
| 35 | +## Legal |
| 36 | + |
| 37 | +You can copy and adapt this material for your purposes, as long as you give appropriate credit and share the work yourself under same terms. Of course you can use the slides to teach in your classrooms. *Appropriate Credit* means that somewhere in your slides there is link back to this repo, indicating that this is what you are building upon. Click on the icon for details. |
| 38 | + |
| 39 | +<a rel="license" href="http://creativecommons.org/licenses/by-sa/4.0/"><img alt="Creative Commons License" style="border-width:0" src="https://i.creativecommons.org/l/by-sa/4.0/88x31.png" /></a><br />This work is licensed under a <a rel="license" href="http://creativecommons.org/licenses/by-sa/4.0/">Creative Commons Attribution-ShareAlike 4.0 International License</a>. |
| 40 | + |
| 41 | +## How to build |
| 42 | + |
| 43 | +* These are simply Rmarkdown slides. |
| 44 | +* So, in Rstudio, just click *knit*. |
| 45 | +* To print slides as PDF, do |
| 46 | +```decktape chapter1.html chapter1.pdf --chrome-arg=--disable-web-security``` |
| 47 | +using the awesome [decktape](https://github.com/astefanutti/decktape) |
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