Testing for a Unit Root is now an essential part of time series analysis but the literature on the topic is so large that knowing where to start is difficult even for the specialist. This book provides a way into the techniques of unit root testing, explaining the pitfalls and nonstandard cases, using practical examples and simulation analysis.
Table des matières
Introduction Functional Form and Nonparametric Tests for a Unit Root Fractional Integration Semi-parametric Estimation of the Long Memory Parameter Smooth Transition Nonlinear Models Threshold Autoregressions Structural Breaks in AR Models Structural Breaks with Unknown Break Dates Conditional Heteroscedasticity and Unit Root Tests
A propos de l’auteur
KERRY PATTERSON Professor of Econometrics at the University of Reading, UK. He has established an international reputation in Econometrics and has published over 50 articles in leading journals, including the
Journal of the Royal Statistical Society, the
Review of Economics and Statistics, the
Economic Journal and the
International Journal of Forecasting. He is co-editor, with Terence Mills, of the
Palgrave Handbook of Econometrics, Volumes 1 and 2, author of
Unit Root Tests in Time Series, Volume 1, and author of a
Primer for Unit Root Testing.
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