Unit root tests with wavelets

Y Fan, R Gençay - Econometric Theory, 2010 - cambridge.org
This paper develops a wavelet (spectral) approach to testing the presence of a unit root in a
stochastic process. The wavelet approach is appealing, since it is based directly on the …

Testing for common trends in nonstationary large datasets

M Barigozzi, L Trapani - Journal of Business & Economic Statistics, 2022 - Taylor & Francis
We propose a testing-based procedure to determine the number of common trends in a
large nonstationary dataset. Our procedure is based on a factor representation, where we …

Bootstrap inference in cointegrating regressions: Traditional and self-normalized test statistics

K Reichold, C Jentsch - Journal of Business & Economic Statistics, 2024 - Taylor & Francis
Traditional tests of hypotheses on the cointegrating vector are well known to suffer from
severe size distortions in finite samples, especially when the data are characterized by large …

Two-scale realized kernels: A univariate case

SS Ikeda - Journal of Financial Econometrics, 2015 - academic.oup.com
A bias-corrected nonparametric estimator of daily quadratic variations is proposed. The
estimator is a convex combination of two realized kernels with different bandwidths. It …

Testing for strict stationarity in a random coefficient autoregressive model

L Trapani - Econometric Reviews, 2021 - Taylor & Francis
We propose a procedure to decide between the null hypothesis of (strict) stationarity and the
alternative of nonstationarity, in the context of a random coefficient autoregression (RCAR) …

Portmanteau-type tests for unit-root and cointegration

R Zhang, NH Chan - Journal of Econometrics, 2018 - Elsevier
This paper proposes a new portmanteau-type statistic by combining several lags of the
sample autocorrelations to test for the presence of a unit-root of an autoregressive model …

A bootstrap-assisted self-normalization approach to inference in cointegrating regressions

K Reichold, C Jentsch - arXiv preprint arXiv:2204.01373, 2022 - arxiv.org
Traditional inference in cointegrating regressions requires tuning parameter choices to
estimate a long-run variance parameter. Even in case these choices are" optimal", the tests …

A residual‐based nonparametric variance ratio no‐cointegration test

K Reichold - Journal of Time Series Analysis, 2024 - Wiley Online Library
It is prominently stated in the literature that local asymptotic power properties serve as a
useful indicator for the performance of residual‐based no‐cointegration tests in finite …

Panel cointegration rank testing with cross-section dependence

JL Carrion-i-Silvestre, L Surdeanu - Studies in Nonlinear Dynamics & …, 2011 - degruyter.com
In this paper, we propose a test statistic to determine the cointegration rank of VAR
processes in panel data allowing for cross-section dependence among the time series in the …

[PDF][PDF] Unit root and cointegration tests with wavelets

Y Fan, R Gençay - Canadian Econometric Study Group Meeting …, 2006 - researchgate.net
This paper develops a wavelet (spectral) approach to test the presence of a unit root in a
stochastic process. The wavelet approach is appealing, since it is based directly on the …