DocumentCode
2585303
Title
Jackknifing multiple-window spectra
Author
Thomson, David J.
Author_Institution
AT&T Bell Labs., Murray Hill, NJ, USA
fYear
1994
fDate
19-22 Apr 1994
Abstract
This paper describes some aspects of resampling multiple-window estimates of spectra and related functions in a time-series setting. We show that the jackknife variance of a log spectrum estimate is lower than that obtained by computing the variance directly, and describe a hybrid form with better performance than either. We also give some details on jackknifing line frequency parameters. Finally, we describe a projection filter and an associated variance estimate that appears to be useful for exploratory work. Emphasis is on the jackknife, but the ideas apply to other resampling ideas
Keywords
filtering theory; frequency estimation; signal sampling; spectral analysis; time series; jackknife variance; jackknifing; line frequency parameters; log spectrum estimate; multiple-window estimates; multiple-window spectra; projection filter; resampling; time-series; variance estimate; Amplitude estimation; Bandwidth; Books; Filters; Frequency estimation; Gaussian processes; Parameter estimation; Phase estimation; Statistics; Time series analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech, and Signal Processing, 1994. ICASSP-94., 1994 IEEE International Conference on
Conference_Location
Adelaide, SA
ISSN
1520-6149
Print_ISBN
0-7803-1775-0
Type
conf
DOI
10.1109/ICASSP.1994.389899
Filename
389899
Link To Document