We prove some asymptotic properties of a complexity regularized transfer function estimator based on orthonormal bases. We prove an l p consistency result. In particular Cp type procedures are not consistent for subset selection based nonparametric transfer function estimation. We also present a converse result
Published in:
Decision and Control, 2001. Proceedings of the 40th IEEE Conference on
(Volume:5
)
Date of Conference: 2001