felix-reichel / econometrics-intro

A miscellaneous collection of introductory econometrics, data analysis, data science and research design stuff.

Learning Econometrics (Intro level)

This is my personal repo where I try to learn Econometrics for my Econ degree.

University (undergraduate lvl. courses)

✅ Data and Research Designs in Economics [JKU]

✅ Time Series Analysis (Statistics) [JKU]

✅ Introduction to Machine Learning [JKU]

✅ Exploratory Data Analysis Using R [JKU]

✅ CS910-15 Data Science: Foundations of Data Analysis [Warwick]

☑ STAT-510 Applied Time Series Analysis [PSU]

✅ ... completed, ☑ ... partly completed, 🔄 ... pending

Useful Resourses on Econometrics:

Applied Econometrics [LFUI]

Useful Resourses on Causal Inference:

The Effect: An Introduction to Research Design and Causality [Nick Huntington-Klein]

Causal Inference The Mixtape [Scott Cunningham]

Causal Analysis: Impact Evaluation and Causal ML in R [Martin Huber] R Source Code that goes along with Causal Analysis

Useful Resourses on Data Analysis:

Getting Started in Data Analysis using Stata and R [Princeton]