Abstract Details
|
Activity Number:
|
368
|
|
Type:
|
Invited
|
|
Date/Time:
|
Tuesday, August 5, 2014 : 2:00 PM to 3:50 PM
|
|
Sponsor:
|
Biometrics Section
|
|
Abstract #310851
|
|
|
Title:
|
Statistical Inference for Functional Data via Simultaneous Confidence Region
|
|
Author(s):
|
Lijian Yang*+
|
|
Companies:
|
Soochow University
|
|
Keywords:
|
B spline ;
Extreme value ;
Functional data ;
Local Polynomial ;
Strong approximation
|
|
Abstract:
|
Since 2000 much has been published on the subject of functional data analysis, while little has been done in the area of simultaneous confidence region for the mean and covariance functions of functional data. In this talk, we review some recent works on the simultaneous confidence band for the mean function of both sparse and dense functional data and its derivatives, as well as the simultaneous confidence envelope of the covariance function of dense functional data. Several real data set examples illustrate the versatility of simultaneous confidence region method in quantifying the uncertainty of making statistical inference on unknown functions.
|
Authors who are presenting talks have a * after their name.
Back to the full JSM 2014 program
|
2014 JSM Online Program Home
For information, contact jsm@amstat.org or phone (888) 231-3473.
If you have questions about the Professional Development program, please contact the Education Department.
The views expressed here are those of the individual authors and not necessarily those of the JSM sponsors, their officers, or their staff.
Copyright © American Statistical Association.