Bayesian Estimation of the Semiparametric Spatial Lag Model
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DOI: 10.3390/math12142289
Abstract: This paper proposes a semiparametric spatial lag model and develops a Bayesian estimation method for this model. In the estimation of the model, the paper combines Reversible Jump Markov Chain Monte Carlo (RJMCMC) algorithm, random… read more here.
Keywords: semiparametric spatial; spatial lag; lag model; bayesian estimation ... See more keywords
Small Area Estimation Using a Semiparametric Spatial Model with Application in Insurance
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DOI: 10.3390/sym14102194
Abstract: Additional information and borrowing strength from the related sites and other sources will improve estimation in small areas. Generalized linear mixed-effects models (GLMMs) have been frequently used in small area estimation; however, the relationship between… read more here.
Keywords: area estimation; insurance; using semiparametric; small area ... See more keywords