Asymptotic spectral theory for spatial data
نویسندگان
چکیده
In this paper, we study the asymptotic theory for spectral analysis of stationary random fields on Z2, including linear and nonlinear fields. Asymptotic properties Fourier coefficients periodograms, limiting distributions coefficients, uniform consistency kernel density estimators are obtained under various mild conditions moments dependence structures. The validity aforementioned results estimated spatial is also established.
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ژورنال
عنوان ژورنال: Stochastics An International Journal of Probability and Stochastic Processes
سال: 2022
ISSN: ['1744-2516', '1744-2508']
DOI: https://doi.org/10.1080/17442508.2022.2086806