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Consistent estimator of nonparametric structural spurious regression model for high frequency data

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We propose a new nonparametric estimator for continuous-time regression models with nonstationary error terms. While other conventional nonparametric estimators such as the Nadaraya–Watson and local linear estimators are not consistent,… Click to show full abstract

We propose a new nonparametric estimator for continuous-time regression models with nonstationary error terms. While other conventional nonparametric estimators such as the Nadaraya–Watson and local linear estimators are not consistent, our estimator achieves consistency and asymptotic normality.

Keywords: estimator nonparametric; consistent estimator; regression; estimator; structural spurious; nonparametric structural

Journal Title: Economics Letters
Year Published: 2018

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