Asymptotic properties of penalized splines for functional data
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DOI: 10.3150/20-bej1209
Abstract: Penalized spline methods are popular for functional data analysis but their asymptotic properties have not been developed. We present a theoretic study of the L2 and uniform convergence of penalized spline estimators for estimating the… read more here.
Keywords: properties penalized; penalized splines; splines functional; asymptotic properties ... See more keywords