Computational Economics & Econometrics

General info

  1. Computational Economics - short syllabus
  2. R online courses
  1. Introduction to R and its friends
  2. Online Database access with R
  3. Econometrics with R
  4. advanced techniques
  5. Computational Economics - Paper replication
  6. publication of reproducable research work
  1. 2019 test

Computational Economics & Econometrics

Graduate course material as interactive HTML5 slide decks, prepared with Quarto. Every method is implemented side by side in the main tools of the course, with Octave, Gretl and the shell as companions.

  • R
  • Python
  • Stata
  • Octave / Gretl
  • bash / PowerShell
01

Foundations of Numerical & Computational Methods

2 decks
02

Simulation & Resampling

2 decks
03

Bayesian Computation & Inference

1 deck
04

Dynamic Modelling & Computational Macro

3 decks
05

Time Series Econometrics

2 decks
06

Volatility, Dependence & Networks

3 decks
07

Panel & Spatial Econometrics

5 decks
08

Microeconometrics

2 decks
09

Causal Inference & Policy Evaluation

2 decks
10

Machine Learning & Text for Economists

4 decks
11

Structural Econometrics

3 decks
12

Advanced Topics & Integration

2 decks
31 interactive decks · rendered with quarto · slides open in a new tab

Athanassios Stavrakoudis, Wed 5 Aug 2026