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Nonparametric Density Estimation of a Long-Term Trend from Repeated Semicontinuous Data

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We consider nonparametric estimation of the density of the long-term trend of a semicontinuous variable observed repeatedly over time. These variables arise when measuring the intensity of an intermittent phenomenon, such as the intake of an episodically consu... ...