We introduce methods and theory for fractionally cointegrated curve time series. We develop a variance ratio test to determine the dimensions associated with the nonstationary and stationary subspaces. For each subspace, we apply a local Whittle estimator to estimate the long-memory parameter and establish its consistency. A Monte Carlo study of finite-sample performance is included, along with an empirical application.
翻译:我们引入了分数组合曲线时间序列的方法和理论。 我们开发了一个差异比率测试, 以确定与非静止和静止子空间相关的维度。 对于每个子空间, 我们使用一个本地的 Whittle 测量器来估计长模参数并确立其一致性。 包含一个 Monte Carlo 的有限抽样性能研究, 以及一个实验应用 。