Asymptotic properties of the periodogram of a discrete stationary process
- 1 August 1967
- journal article
- research article
- Published by Cambridge University Press (CUP) in Journal of Applied Probability
- Vol. 4 (03) , 508-528
- https://doi.org/10.1017/s0021900200025511
Abstract
Suppose x 1,…, xN are indefinitely many observations on a stochastic process which is weakly stationary with spectral density f(λ), – π ≦ λ ≦ π. An asymptotically unbiased, and to that extent plausible, estimate of 4rf(λ)is the periodogram Yet the periodograms of processes which possess spectral densities are notoriously subject to erratic behavior.Keywords
This publication has 4 references indexed in Scilit:
- Mathematical Considerations in the Estimation of SpectraTechnometrics, 1961
- General Considerations in the Analysis of SpectraTechnometrics, 1961
- Some Convergence Theorems for Stationary Stochastic ProcessesThe Annals of Mathematical Statistics, 1959
- A Limit Theorem for the PeriodogramThe Annals of Mathematical Statistics, 1958