most citedConsistent selection via the Lasso for high dimensional approximating regression models

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stat.ME2009

Adaptive inference for the mean of a stochastic process in functional data

F. Bunea, M. H. Wegkamp, A. E. Ivanescu

This paper proposes and analyzes fully data driven methods for inference about the mean function of a stochastic process from a sample of independent trajectories of the process, o…