Spatial hierarchical Bayes estimation of mean years of schooling

被引：0

作者：

Wahyuni, Dwi A. S. ^{[1
]}

Wage, Sutarman ^{[1
]}

Darnius, Open ^{[1
]}

机构：

[1] Univ Sumatera Utara, Dept Math, Medan 20155, Indonesia

来源：

4TH INTERNATIONAL CONFERENCE ON OPERATIONAL RESEARCH (INTERIOR) | 2018年 / 300卷

关键词：

D O I：

10.1088/1757-899X/300/1/012031

中图分类号：

C93 [管理学]; O22 [运筹学];

学科分类号：

070105 ; 12 ; 1201 ; 1202 ; 120202 ;

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.

引用

页数：6

共 50 条

[1] Hierarchical Bayes estimation of spatial statistics for rates
Torabi, Mahmoud
[J]. JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2012, 142 (01) : 358 - 365
[2] Hierarchical Bayes estimation of hunting success rates with spatial correlations
He, ZQ
Sun, DC
[J]. BIOMETRICS, 2000, 56 (02) : 360 - 367
[3] Spatial nonstationary hierarchical Bayes estimation of small area proportions
Anjoy, Priyanka
Chandra, Hukum
[J]. COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2023, 52 (07) : 2161 - 2181
[4] BAYES EMPIRICAL BAYES ESTIMATION OF A POISSON MEAN
LI, TF
[J]. STATISTICS & PROBABILITY LETTERS, 1985, 3 (06) : 309 - 313
[5] SUBJECTIVE HIERARCHICAL BAYES ESTIMATION OF A MULTIVARIATE NORMAL-MEAN - ON THE FREQUENTIST INTERFACE
BERGER, JO
ROBERT, C
[J]. ANNALS OF STATISTICS, 1990, 18 (02): : 617 - 651
[6] Bayes estimation of a langevin mean direction
Kanika
Kumar, Somesh
[J]. COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 2017, 46 (04) : 2769 - 2783
[7] Empirical Bayes and hierarchical Bayes estimation of skew normal populations
Bansal, Naveen K.
Maadooliat, Mehdi
Wang, Xiaowei
[J]. COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, 2008, 37 (07) : 1024 - 1037
[8] Spatial hierarchical Bayes Small Area Model for disaggregated level crop acreage estimation
Anjoy, Priyanka
Chandra, Hukum
Aditya, Kaustav
[J]. INDIAN JOURNAL OF AGRICULTURAL SCIENCES, 2020, 90 (09): : 1780 - 1785
[9] Semiparametric Bayes hierarchical models with mean and variance constraints
Yang, Mingan
Dunson, David B.
Baird, Donna
[J]. COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2010, 54 (09) : 2172 - 2186
[10] ROBUST HIERARCHICAL BAYES ESTIMATION OF EXCHANGEABLE MEANS
ANGERS, JF
BERGER, JO
[J]. CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE, 1991, 19 (01): : 39 - 56

← 1 2 3 4 5 →