Asymptotic lower bounds for the risk of estimators of the value of a spectral density function |
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Authors: | R H Farrell |
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Institution: | (1) Department of Mathematics, White Hall, Cornell University Ithaca, 14853 New York, USA |
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Abstract: | Summary Discrete parameter stationary processes with joint Gaussian distributions are considered. Loss is measured by squared error. It is shown that when estimating the value of g(x
0) of a spectral density function g the risk has an asymptotic lower bound similar to those previously obtained by Farrell 6] for the problem of density function estimation. A similar result is obtained for estimates of an entire function when risk is measured by integrated square error. |
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