40 citations · 40 across the 2 of their papers we have counts for
2 papers
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…
math.ST2008★ 40 cited
Consistent selection via the Lasso for high dimensional approximating regression models
Florentina Bunea
In this article we investigate consistency of selection in regression models via the popular Lasso method. Here we depart from the traditional linear regression assumption and cons…