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# Introduction
This project contains "Machine Learning for Economics and Finance" related material.
# Overview
This project contains:
- Machine Learning for Economics and Finance material.
- Empirical seminar project: "Empirisches Seminar zu aktuellen wirtschaftspolitischen Fragestellungen"
- Regionale Unterschiede in der Mietpreisentwicklung
- Anwendung einer "Multilinearen Regression"
- Empirical seminar project: "Ëmpirische Stadt- und Immobilienökonomik"
- Unglückliche Städte? Zu den möglichen regionalen Unterschieden der Lebenszufriedenheit
- Anwendung einer "Multinomialen logistischen Regression""
- ...
**Git clone**:<br>
`git clone https://gitea.weseng.de/mwio/econometrics-and-machine-learning.git`
# Section outline
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- Supervised Learning: Regressions
- Linear Regression
- Multilinear Regression
- Supervised Learning: Classification
- Logistic Regression
- Cross Validation
- K-fold Cross-validation
- Subset Selection & Shrinkage
- Lasso Regression, Ridge Regression
- Tree-Based Methods
- Classification Trees
- Bagging, Boosting
- Random Forest
- Deep Learnin
- Neural Networks
<!-- ![preview:](ARES_Hum-Temp.png?raw=true "placements")! -->
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