Density estimation for nonisotropic random fields

DOI10.1016/S0378-3758(99)00011-7zbMath0954.62112OpenAlexW2094783802MaRDI QIDQ1125544

Lanh Tat Tran, Richard C. jun. Bradley

Publication date: 30 January 2001

Published in: Journal of Statistical Planning and Inference (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/s0378-3758(99)00011-7

zbMATH Keywords

asymptotic normalityrandom fieldsbandwidth selectionkernel probability density estimation

Mathematics Subject Classification ID

Random fields; image analysis (62M40) Density estimation (62G07) Asymptotic properties of nonparametric inference (62G20)

Related Items (7)

Nonparametric regression on random fields with random design using wavelet method ⋮ Local linear spatial regression ⋮ Histograms for stationary linear random fields ⋮ Moment inequalities for spatial processes ⋮ Asymptotic behaviour of binned kernel density estimators for locally non-stationary random fields ⋮ Wavelet thresholding in fixed design regression for Gaussian random fields ⋮ Nonparametric adaptive density estimation on random fields using wavelet method

Cites Work

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• Kernel density estimation on random fields
• On the central limit theorem for stationary mixing random fields
• Nearest neighbor estimators for random fields
• A CENTRAL LIMIT THEOREM AND A STRONG MIXING CONDITION

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