An Introduction to Probability and Random Variables -- Time Series Concepts -- Dependence -- Convergence -- An Introduction to Random Walks -- Brownian motion: Basic Concepts -- Brownian Motion: Differentiation and Integration -- Some Examples of Unit root Tests
Summary
This book provides an introduction to the technical background of unit root testing, one of the most heavily researched areas in econometrics over the last twenty years. Starting from an elementary understanding of probability and time series, it develops the key concepts necessary to understand the structure of random walks and Brownian motion, and their role in tests for a unit root. The techniques are illustrated with worked examples, data and programs available on the book's website, which includes more numerical and theoretical examples. This book is indispensable reading for all interested in Time Series Econometrics, Econometrics and Applied Econometrics
