saeeb

Small Area Estimation for Count Data

CRAN Package

Provides small area estimation for count data type and gives option whether to use covariates in the estimation or not. By implementing Empirical Bayes (EB) Poisson-Gamma model, each function returns EB estimators and mean squared error (MSE) estimators for each area. The EB estimators without covariates are obtained using the model proposed by Clayton & Kaldor (1987) doi:10.2307/2532003, the EB estimators with covariates are obtained using the model proposed by Wakefield (2006) doi:10.1093/biostatistics/kxl008 and the MSE estimators are obtained using Jackknife method by Jiang et. al. (2002) doi:10.1214/aos/1043351257.

  • Version0.1.0
  • R versionunknown
  • LicenseGPL-2
  • Needs compilation?No
  • Last release04/28/2020

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  • Imports2 packages