Simultaneous Confidence Bands for Functional Data Using the Gaussian Kinematic Formula

This article constructs simultaneous confidence bands (SCBs) for functional parameters using the Gaussian Kinematic formula of \(t\)-processes (tGKF). Although the tGKF relies on Gaussianity, we show that a central limit theorem (CLT) for the parameter of interest is enough to obtain asymptotically...

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Veröffentlicht in:	arXiv.org 2019-01
Hauptverfasser:	Telschow, Fabian J E, Schwartzman, Armin
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer simulation Diffusion rate Economic models Gaussian process Kinematics Mathematics - Statistics Theory Parameters Regression analysis Signal processing Statistical analysis Statistical methods Statistics - Methodology Statistics - Theory Tensors
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