A simultaneous confidence band for sparse longitudinal regression
- Publication Type:
- Journal Article
- Statistica Sinica, 2012, 22 (1), pp. 95 - 122
- Issue Date:
Functional data analysis has received considerable recent attention and a number of successful applications have been reported. In this paper, asymptotically simultaneous confidence bands are obtained for the mean function of the functional regression model, using piecewise constant spline estimation. Simulation experiments corroborate the asymptotic theory. The confidence band procedure is illustrated by analyzing CD4 cell counts of HIV infected patients.
Please use this identifier to cite or link to this item: