Robust Bayesian small area estimation

Articles and reports: 12-001-X201800154959
Description:

Small area models handling area level data typically assume normality of random effects. This assumption does not always work. The present paper introduces a new small area model with t random effects. Along with this, this paper also considers joint modeling of small area means and variances. The present approach is shown to perform better than other methods.

Issue Number: 2018001
Author(s): Ghosh, Malay; Moura, Fernando A.S.; Myung, Jiyoun
Main Product: Survey Methodology
Format Release date More information
HTML June 21, 2018
PDF June 21, 2018

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