التفاصيل البيبلوغرافية
| العنوان: |
Optimal weighting schemes for longitudinal and functional data. |
| المؤلفون: |
Zhang, Xiaoke1 xkzhang@email.gwu.edu, Wang, Jane-Ling2 |
| المصدر: |
Statistics & Probability Letters. Jul2018, Vol. 138, p165-170. 6p. |
| مصطلحات موضوعية: |
*STOCHASTIC convergence, *ANALYSIS of covariance, *STATISTICAL weighting, *OPTIMAL control theory, *DATA analysis |
| مستخلص: |
We propose optimal weighting schemes for both mean and covariance estimations for functional data based on local linear smoothing such that the L 2 rate of convergence is minimized. These schemes can self-adjust to the sampling plan and lead to practical improvements. [ABSTRACT FROM AUTHOR] |
| قاعدة البيانات: |
Academic Search Index |
