Improvement of the Nonparametric Estimation of Functional Stationary Time Series Using Yeo-Johnson Transformation with Application to Temperature Curves
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DOI: 10.1155/2021/6676400
Abstract: In this article, Box-Cox and Yeo-Johnson transformation models are applied to two time series datasets of monthly temperature averages to improve the forecast ability. An application algorithm was proposed to transform the positive original responses… read more here.
Keywords: nonparametric estimation; time series; yeo johnson; time ... See more keywords