Statistical Forecasting Software

The Team S&P Global is pleased to announce the availability of EViews 13 is a powerful statistical, forecasting, and modeling tool with an innovative, easy-to-use interface designed for academic researchers, corporations, government agencies, and students.

This textbook presents methods and techniques for time series analysis and forecasting and shows how to use Python to implement them and solve data science problems. It covers not only common statistical approaches and time series models, including ARMA, SARIMA, VAR, GARCH and state space and Markov switching models for (non)stationary, multivariate and financial time series, but also modern machine learning procedures and challenges for time series forecasting. Providing an organic combination of the principles of time series analysis and Python programming, it enables the reader to study methods and techniques and practice writing and running Python code at the same time.