Data Analysis with Python

Introduction to Python

An illustration example

Python essentials

Numpy

Pandas

Matplotlib

World Development Indicators

Introduction to econometrics

OLS - theory and example

GLS - theory and example

IV - theory and example

GMM - theory and example

MLE - theory and example

Introduction to time series

Granger causality

Error correction model

Vector error correction model

Introduction to forecasting

ARIMA - model and example

Logit and Probit - model and example

FE-RE - model and example

GARCH - model and example

Factor pricing model and example

Structural VAR - model and example

Business Forecasting by Robert Nau

Econometric Theory and Methods by Russell Davidson and James G. MacKinnon

Quantitative Economics by Thomas Sargent and John Stachurski

Python for Econometrics by Kevin Sheppard