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math.ST2019★ 1 cited
Goodness-of-Fit Testing for Time Series Models via Distance Covariance
Phyllis Wan, Richard A. Davis
In many statistical modeling frameworks, goodness-of-fit tests are typically administered to the estimated residuals. In the time series setting, whiteness of the residuals is asse…
math.ST2016
Applications of Distance Correlation to Time Series
Richard A. Davis, Muneya Matsui, Thomas Mikosch +1
The use of empirical characteristic functions for inference problems, including estimation in some special parametric settings and testing for goodness of fit, has a long history d…