| Popis: |
This note proposes semi-parametric tests for investigating whether a stochastic process is fractionally integrated of order $\delta$, where $|\delta| < 1/2$, when smooth trends are present in the model. We combine the semi-parametric approach by Iacone, Nielsen & Taylor (2022) to model the short range dependence with the use of Chebyshev polynomials by Cuestas & Gil-Alana to describe smooth trends. Our proposed statistics have standard limiting null distributions and match the asymptotic local power of infeasible tests based on unobserved errors. We also establish the conditions under which an information criterion can consistently estimate the order of the Chebyshev polynomial. The finite sample performance is evaluated using simulations, and an empirical application is given for the UK Great Ratios. |
