메뉴 건너뛰기




Volumn 101, Issue 473, 2006, Pages 301-311

Estimation of finite population domain means: A model-assisted empirical best prediction approach

Author keywords

Asymptotics; Mean squared prediction error; Robustness; Small area estimation; Survey weights

Indexed keywords


EID: 33645506907     PISSN: 01621459     EISSN: None     Source Type: Journal    
DOI: 10.1198/016214505000000790     Document Type: Article
Times cited : (54)

References (25)
  • 2
    • 84980107734 scopus 로고
    • Ratio estimation and finite populations: Some results deductible from the assumption of an underlying stochastic process
    • Brewer, K. R. (1963), "Ratio Estimation and Finite Populations: Some Results Deductible From the Assumption of an Underlying Stochastic Process," Australian Journal of Statistics, 5, 93-105.
    • (1963) Australian Journal of Statistics , vol.5 , pp. 93-105
    • Brewer, K.R.1
  • 3
    • 1842553402 scopus 로고    scopus 로고
    • Mean squared error of empirical predictor
    • Das, K., Jiang, J., and Rao, J. N. K. (2004), "Mean Squared Error of Empirical Predictor," The Annals of Statistics, 32, 818-840.
    • (2004) The Annals of Statistics , vol.32 , pp. 818-840
    • Das, K.1    Jiang, J.2    Rao, J.N.K.3
  • 4
    • 0000720068 scopus 로고
    • Bayesian prediction in linear models: Applications to small area estimation
    • Datta, G. S., and Ghosh, M. (1991), "Bayesian Prediction in Linear Models: Applications to Small Area Estimation," The Annals of Statistics, 19, 1746-1770.
    • (1991) The Annals of Statistics , vol.19 , pp. 1746-1770
    • Datta, G.S.1    Ghosh, M.2
  • 5
    • 84949161149 scopus 로고
    • Stein's estimation rule and its competitors: An empirical bayes approach
    • Efron, B., and Morris, C. (1973), "Stein's Estimation Rule and Its Competitors: An Empirical Bayes Approach," The Annals of Statistics, 68, 117-130.
    • (1973) The Annals of Statistics , vol.68 , pp. 117-130
    • Efron, B.1    Morris, C.2
  • 6
    • 0039149481 scopus 로고
    • Subjective Bayesian models in sampling finite populations
    • Ericson, W. A. (1969), "Subjective Bayesian Models in Sampling Finite Populations" (with discussion), Journal of the Royal Statistical Society, Ser. B, 31, 195-233.
    • (1969) Journal of the Royal Statistical Society, Ser. B , vol.31 , pp. 195-233
    • Ericson, W.A.1
  • 7
    • 85144723819 scopus 로고
    • Estimates of income for small places: An application of the James-Stein procedure to census data
    • Fay, R. E., and Herriot, R. A. (1979), "Estimates of Income for Small Places: An Application of the James-Stein Procedure to Census Data," Journal of the American Statistical Association, 74, 269-277.
    • (1979) Journal of the American Statistical Association , vol.74 , pp. 269-277
    • Fay, R.E.1    Herriot, R.A.2
  • 8
    • 0001138510 scopus 로고
    • Robust empirical bayes estimation of means from stratified samples
    • Ghosh, M., and Lahiri, P. (1987), "Robust Empirical Bayes Estimation of Means From Stratified Samples," Journal of the American Statistical Association, 82, 1153-1162.
    • (1987) Journal of the American Statistical Association , vol.82 , pp. 1153-1162
    • Ghosh, M.1    Lahiri, P.2
  • 9
    • 0009129846 scopus 로고
    • Bayes and empirical bayes analysis in multistage sampling
    • eds. S. Gupta and J. Berger, New York: Springer-Verlag
    • _ (1988), "Bayes and Empirical Bayes Analysis in Multistage Sampling," in Statistical Decision Theory and Related Topics IV, Vol. 1, eds. S. Gupta and J. Berger, New York: Springer-Verlag, pp. 195-212.
    • (1988) Statistical Decision Theory and Related Topics IV , vol.1 , pp. 195-212
  • 11
    • 0038861469 scopus 로고
    • Small area estimation with application to unemployment and housing estimates
    • Gonzalez, M. E., and Hora, C. (1978), "Small Area Estimation With Application to Unemployment and Housing Estimates," Journal of the American Statistical Association, 73, 7-15.
    • (1978) Journal of the American Statistical Association , vol.73 , pp. 7-15
    • Gonzalez, M.E.1    Hora, C.2
  • 12
    • 84870283922 scopus 로고
    • Comment
    • eds. V. P. Godambe and D. A. Sprott, Toronto: Holt, Rinehart and Winston
    • Hajek, J. (1971), "Comment," in Foundations of Statistical Inference, eds. V. P. Godambe and D. A. Sprott, Toronto: Holt, Rinehart and Winston, p. 236.
    • (1971) Foundations of Statistical Inference , pp. 236
    • Hajek, J.1
  • 14
    • 0037290169 scopus 로고    scopus 로고
    • Empirical best prediction for small area inference based on generalized linear mixed models
    • Jiang, J. (2003), "Empirical Best Prediction for Small Area Inference Based on Generalized Linear Mixed Models," Journal of Statistical Planning and Inference, 111, 117-127.
    • (2003) Journal of Statistical Planning and Inference , vol.111 , pp. 117-127
    • Jiang, J.1
  • 15
    • 6644224313 scopus 로고    scopus 로고
    • Empirical best prediction for small area inference with binary data
    • Jiang, J., and Lahiri, P. (2001), "Empirical Best Prediction for Small Area Inference With Binary Data," Annals of the Institute of Statistical Mathematics, 53, 217-243.
    • (2001) Annals of the Institute of Statistical Mathematics , vol.53 , pp. 217-243
    • Jiang, J.1    Lahiri, P.2
  • 16
    • 0037001406 scopus 로고    scopus 로고
    • A unified jackknife theory for empirical best prediction with M-estimation
    • Jiang, J., Lahiri, P., and Wan, S. (2002), "A Unified Jackknife Theory for Empirical Best Prediction With M-Estimation, The Annals of Statistics, 30, 1782-1810.
    • (2002) The Annals of Statistics , vol.30 , pp. 1782-1810
    • Jiang, J.1    Lahiri, P.2    Wan, S.3
  • 17
    • 0003092383 scopus 로고
    • Robust small domain estimation using random effects modelling
    • Kott, P. (1989), "Robust Small Domain Estimation Using Random Effects Modelling," Survey Methods, 15, 3-12.
    • (1989) Survey Methods , vol.15 , pp. 3-12
    • Kott, P.1
  • 18
  • 20
    • 84950432453 scopus 로고
    • Parametric empirical bayes inference: Theory and applications
    • Morris, C. N. (1983), "Parametric Empirical Bayes Inference: Theory and Applications," Journal of the American Statistical Association, 78, 47-59.
    • (1983) Journal of the American Statistical Association , vol.78 , pp. 47-59
    • Morris, C.N.1
  • 22
    • 0002207572 scopus 로고    scopus 로고
    • On robust small area estimation using a simple random effects model
    • _ (1999), "On Robust Small Area Estimation Using a Simple Random Effects Model," Survey Methods, 25, 67-72.
    • (1999) Survey Methods , vol.25 , pp. 67-72
  • 23
    • 0006038094 scopus 로고
    • Design-consistent versus model-dependent estimation for small domains
    • Särndal, C. E. (1984), "Design-Consistent versus Model-Dependent Estimation for Small Domains," Journal of the American Statistical Association, 79, 624-631.
    • (1984) Journal of the American Statistical Association , vol.79 , pp. 624-631
    • Särndal, C.E.1
  • 25
    • 0037290185 scopus 로고    scopus 로고
    • Pseudo-hierarchical bayes small area estimation combining unit-level models and survey weights
    • You, Y., and Rao, J. N. K. (2002), "Pseudo-Hierarchical Bayes Small Area Estimation Combining Unit-Level Models and Survey Weights," Journal of Statistical Planning and Inference, 111, 197-208.
    • (2002) Journal of Statistical Planning and Inference , vol.111 , pp. 197-208
    • You, Y.1    Rao, J.N.K.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.