Spatial hierarchical Bayes estimation of mean years of schooling

4th International Conference on Operational Research

Wahyuni, Dwi A. S.^1 ; Wage, Sutarman^1 ; Darnius, Open^1

Department of Mathematics, Universitas Sumatera Utara, Medan

20155, Indonesia^1

关键词: Bayes estimation;    Bayes method;    Posterior distributions;    R softwares;    Root Mean Square;    Spatial correlations;   

Others  :  https://iopscience.iop.org/article/10.1088/1757-899X/300/1/012031/pdf
DOI  :  10.1088/1757-899X/300/1/012031

来源: IOP

【 摘 要 】

A spatial hierarchical bayes for estimating mean years of schooling district level is proposed. We developed spatial hierarchical bayes within a Monte Carlo simulation study with R software. The simulation generated posterior distribution invers gamma. The spatial correlation used rook contiguity for each district. Hierarchical bayes method with spatial weighted provides smaller relative bias and relative root mean square.