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Simultaneous Inference For The Mean Function Based on Dense Functional Data

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A polynomial spline estimator is proposed for the mean function of dense functional data together with a simultaneous confidence band which is asymptotically correct. In addition, the spline estimator and its accompanying confidence band enjoy oracle efficienc... ...