jsm 2017 survey research methods section combining probability and non probability samples using small area estimation 1 1 1 1 n ganesh vicki pineau adrijo chakraborty j michael dennis 1 ...
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...Jsm survey research methods section combining probability and non samples using small area estimation n ganesh vicki pineau adrijo chakraborty j michael dennis norc at the university of chicago east west highway suite bethesda md abstract given high cost associated with there is increasing demand for larger to increase sample size low incidence studies or key analytic subgroups bias coverage error inherent in use traditional weighted estimators data from such surveys may not be statistically valid this paper we discuss models combine a assuming smaller yields unbiased estimates consider two distinct fay herriot model point estimate as dependent variable covariate b bivariate that jointly accounts words amerispeak panel composite estimator eblup web introduction fielding based some combination meet study requirements furthermore target populations require large oversamples specific subpopulations make it costly only field major concern how account produced derive both produce population...