Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
1146396 | Journal of Multivariate Analysis | 2008 | 16 Pages |
Abstract
Consider a nonlinear partial spline model Y=f(β0,X)+g0(T)+ϵ. This article studies the estimation problem of β0 when g0g0 is approximated by some graduating function. Some asymptotic results for β0 are derived. In particular, it is shown that β0 can be estimated with the usual parametric convergence rate without undersmoothing g0g0.
Related Topics
Physical Sciences and Engineering
Mathematics
Numerical Analysis
Authors
Tzee-Ming Huang, Hung Chen,