Mean Square Prediction Error Estimation in Small Area Estimation

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Documentation for package ‘SumcaVer1’ version 0.1.0

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mspe_FH_Boot MSPE estimation in FH model using double-phase bootstrap method.Calculate the mspe of Fay-Herriot model in SAE using double-phase bootstrap method.
mspe_FH_PR MSPE estimation in FH model using Prasad-Rao method. Calculate the mspe of Fay-Herriot model in SAE using Prasad-Rao method.
mspe_FH_Sumca MSPE estimation in FH model using SUMCA method. Calculate the mspe of Fay-Herriot model in SAE using Sumca method.
mspe_LOGISTIC_HealthData_BOOT MSPE estimation in mixed logistic model (Health Insurance data) using bootstrap method. Calculate the mspe of mixed logistic model (Health Insurance data) using bootstrap method.
mspe_LOGISTIC_HealthData_JLW MSPE estimation in mixed logistic model (Health Insurance data) using jackknife method.Calculate the mspe of mixed logistic model (Health Insurance data) using jackknife method.
mspe_LOGISTIC_HealthData_SUMCA MSPE estimation in mixed logistic model (Health Insurance data) using SUMCA method.Calculate the mspe of mixed logistic model (Health Insurance data) using SUMCA method.
mspe_MS_LOGISTIC_JLW Model selection MSPE estimation in mixed logistic model using jackknife method.Calculate the model selection mspe of mixed logistic model using jackknife method.
mspe_MS_LOGISTIC_SUMCA Model selection MSPE estimation in mixed logistic model using SUMCA method. Calculate the model selection mspe of mixed logistic model using SUMCA method.
mspe_PMS_FH_DHM Post model selection MSPE estimation in FH model using Datta-Hall-Mandal method. Calculate the post-model selection mspe of Fay-Herriot model using Datta-Hall-Mandal method.
mspe_PMS_FH_SUMCA Post model selection MSPE estimation in FH model using SUMCA method. Calculate the post-model selection mspe of Fay-Herriot model using SUMCA method.
mspe_PMS_Mis_FH_DHM Post model selection MSPE estimation in FH model with mean mis-specification using Datta-Hall-Mandal method. Calculate the post-model selection mspe of Fay-Herriot model with mean mis-specification using Datta-Hall-Mandal method.
mspe_PMS_Mis_FH_SUMCA Post model selection MSPE estimation in FH model with mean mis-specification using SUMCA method. Calculate the post-model selection mspe of Fay-Herriot model with mean mis-specification using SUMCA method.