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Found 4 papers, 0 papers with code
FMCW Radar Height Estimation of Moving Vehicles by Analyzing Multipath Reflections
Target classification is an important task of automotive radar systems.
Multiscale Comparison of Nonparametric Trend Curves
Based on our multiscale test, we further develop a clustering algorithm which allows to cluster the observed time series into groups with the same trend.
CCE Estimation of High-Dimensional Panel Data Models with Interactive Fixed Effects
Models with interactive fixed effects are well studied in the low-dimensional case where the number of parameters to be estimated is small.
On the Differences between L2-Boosting and the Lasso
We prove that L2-Boosting lacks a theoretical property which is central to the behaviour of l1-penalized methods such as basis pursuit and the Lasso: Whereas l1-penalized methods are guaranteed to recover the sparse parameter vector in a high-dimensional linear model under an appropriate restricted nullspace property, L2-Boosting is not guaranteed to do so.
