Homogenous panel unit root tests under cross sectional dependence: Finite sample modifications and the wild bootstrap
نویسندگان
چکیده
We investigate the performance of some homogenous first and second generation panel unit root tests under alternative forms of cross sectional dependence. We formalize contemporaneous correlation through factor models, spatial autoregressive error models and combinations thereof. Our findings confirm that while the first generation test of Levin, Lin, and Chu (2002) suffers from substantial size biases in dependent panels, the pooled test procedure of Jönsson (2005) and Breitung and Das (2005) is robust in large samples. We propose modifications of the latter test with improved finite sample size properties while retaining (size adjusted) power features. We show that the wild bootstrap is a feasible and efficient means to immunize the considered homogenous panel unit root tests against cross sectional dependence. JEL Classification: C23, C12
منابع مشابه
Bootstrap Unit Root Tests in Panels with Cross-Sectional Dependency
We apply bootstrap methodology to unit root tests for dependent panels with N cross-sectional units and T time series observations. More speci cally, we let each panel be driven by a general linear process which may be di erent across crosssectional units, and approximate it by a nite order autoregressive integrated process of order increasing with T . As we allow the dependency among the innov...
متن کاملCross-Sectional Correlation Robust Tests for Panel Cointegration
We use meta analytic combination procedures to develop new tests for panel cointegration. The main idea consists in combining p-values from time series cointegration tests on the different units of the panel. The tests are robust to heterogeneity as well as to cross-sectional dependence between the different units of the panel. To achieve the latter, we employ a sieve bootstrap procedure with j...
متن کاملNonparametric Rank Tests for Non-Stationary Panels
We develop a set of nonparametric rank tests for non-stationary panels based on multivariate variance ratios which use untruncated kernels. As such, the tests do not require the choice of tuning parameters associated with bandwidth or lag length and also do not require choices with respect to numbers of common factors. The tests allow for unrestricted cross-sectional dependence and dynamic hete...
متن کاملPurchasing Power Parity and the European Single Currency: Some New Evidence
The effect of the single currency on the Purchasing Power Parity (PPP) hypothesis is examined in this study for the 15 EU countries, vis a vis the US dollar, before and after the advent of the euro. Standard as well as nonlinear unit root tests are employed on the time series dimension. Unit root tests reject PPP and the highest half-lives are observed after the introduction of the single curre...
متن کاملAsymptotic and Finite Sample Properties of Pooled Time Series Tests with an Application to the Ppp Hypothesis
This paper studies asymptotic and finite sample properties of statistics devised to test for the null of no cointegration in nonstationary pooled time series panels as both the cross section and time series dimensions grow large. The paper finds that for panels with homogenous long run parameters, the spurious regression coefficient estimates become consistent even under the null of no cointegr...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید
ثبت ناماگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید
ورودعنوان ژورنال:
- Computational Statistics & Data Analysis
دوره 53 شماره
صفحات -
تاریخ انتشار 2008