Book contents
- Frontmatter
- Contents
- List of Contributors
- Foreword
- Acknowledgments
- Part I Trend Determination, Asset Price Bubbles, and Factor-Augmented Regressions
- Part II Continuous-Time Models and High-Frequency Financial Econometrics
- 4 Finite Sample Theory in Continuous-Time Models
- 5 Infill Asymptotic Theory and Applications in Financial Econometrics
- 6 Econometric Analysis of Nonstationary Continuous-Time Models
- 7 Fractional Brownian Motions in Financial Econometrics
- 8 Estimation of Integrated Covariance Matrix Using High-Frequency Data with Applications in Portfolio Choice
- Part III Bayesian Estimation and Inferences
- Index
6 - Econometric Analysis of Nonstationary Continuous-Time Models
from Part II - Continuous-Time Models and High-Frequency Financial Econometrics
Published online by Cambridge University Press: 20 February 2025
- Frontmatter
- Contents
- List of Contributors
- Foreword
- Acknowledgments
- Part I Trend Determination, Asset Price Bubbles, and Factor-Augmented Regressions
- Part II Continuous-Time Models and High-Frequency Financial Econometrics
- 4 Finite Sample Theory in Continuous-Time Models
- 5 Infill Asymptotic Theory and Applications in Financial Econometrics
- 6 Econometric Analysis of Nonstationary Continuous-Time Models
- 7 Fractional Brownian Motions in Financial Econometrics
- 8 Estimation of Integrated Covariance Matrix Using High-Frequency Data with Applications in Portfolio Choice
- Part III Bayesian Estimation and Inferences
- Index
Summary
This chapter discusses the nonstationary continuous-time models, including unit root and explosive regressors. The contents cover estimation methods, inferential theory, and empirical examples demonstrating the use of these models. It starts with a univariate framework and extends to multivariate cases for generality.
- Type
- Chapter
- Information
- Financial EconometricsTheory and Applications, pp. 159 - 197Publisher: Cambridge University PressPrint publication year: 2025