An unbalanced multidimensional latent effects-based logistic mixed model and GQL estimation for spatial binary data

DOI10.1080/00949655.2020.1801680OpenAlexW3047966473MaRDI QIDQ5037118

Alwell Julius Oyet, Brajendra Chandra Sutradhar

Publication date: 25 February 2022

Published in: Journal of Statistical Computation and Simulation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/00949655.2020.1801680

zbMATH Keywords

correlated random effectsspatial binary responsesbinary responses from correlated locationsfamily-based spatial correlationsjoint generalized quasi-likelihood estimationnormality-based higher order moments

Mathematics Subject Classification ID

Directional data; spatial statistics (62H11) Statistics (62-XX)

Related Items (3)

A generalization of the spatial binary model to the longitudinal spatial setup ⋮ Asymptotic inferences in a multinomial logit mixed model for spatial categorical data ⋮ Block-band behavior of spatial correlations: an analytical asymptotic study in a spatial exponential family data setup

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