|
HKUST Institutional Repository >
Mathematics >
MATH Journal/Magazine Articles >
Please use this identifier to cite or link to this item:
http://hdl.handle.net/1783.1/7249
|
| Title: | Cramér-type moderate deviation for the maximum of the periodogram with application to simultaneous tests in gene expression time series |
| Authors: | Liu, Weidong
Shao, Qi-Man |
| Keywords: | Moderate deviation
Periodogram
Simultaneous tests |
| Issue Date: | Jun-2010 |
| Citation: | The Annals of statistics, 2010, v. 38, no. 3, p. 1913-1935 |
| Abstract: | In this paper, Cramér-type moderate deviations for the maximum of the periodogram and its studentized version are derived. The results are then applied to a simultaneous testing problem in gene expression time series. It is shown that the level of the simultaneous tests is accurate provided that the number of genes G and the sample size n satisfy G=exp(o(n1/3)). |
| Description: | © Institute of Mathematical Statistics; article available at http://projecteuclid.org/euclid.aos/1271271282 |
| URI: | http://hdl.handle.net/1783.1/7249 |
| Appears in Collections: | MATH Journal/Magazine Articles
|
Files in This Item:
| File |
Description |
Size | Format |
|---|
| Cramer-type-moderate.pdf | | 182Kb | Adobe PDF | View/Open |
|
Find published version via |
All items in this Repository are protected by copyright, with all rights reserved.
|
