Warianty tytułu
Języki publikacji
Abstrakty
In this papers author analyzes the accuracy of the empirical best linear unbiased predictor (EBLUP) of the domain total assuming a model for longitudinal data with subject specific (element specific) random components which is special case of the general linear model (GLM) and the general linear mixed model (GLMM).
Rocznik
Strony
96--110
Opis fizyczny
Twórcy
autor
- University of Economics in Katowice, Poland
Bibliografia
- Das K., Jiang J., Rao J.N.K (2004): Mean Squared Error of Empirical Predictor. "The Annals of Statistics", Vol. 32, No. 2, pp. 818-840.
- Datta G.S., Lahiri P. (2000): A Unified Measure of Uncertainty of Estimated Best Linear Unbiased Predictors in Small Area Estimation Problems. "Statistica Sinica", No. 10, pp. 613-627.
- Hedeker D., Gibbons R.D. (2006): Longitudinal Data Analysis. Wiley, Hoboken, New Jersey.
- Henderson C.R. (1950): Estimation of Genetic Parameters. "Annals of Mathematical Statistics", No. 21, pp. 309-310 (Abstract).
- Jiang J., Lahiri P., Wan S-M. (2002): A Unified Jackknife Theory for Empirical Best Prediction with M-Estimation. "The Annals of Statistics", No. 30, pp. 1782-1810.
- Kackar R.N., Harville D.A. (1981): Unbiasedness of Two-Stage Estimation and Prediction Procedures for Mixed Linear Models. "Communications in Statistics", Series A, No. 10, pp. 1249-1261.
- Prasad N.G.N., Rao J.N.K. (1990). The Estimation of Mean the Mean Squared Error of Small Area Estimators. "Journal of the American Statistical Association" No. 85, pp. 163-171.
- Royall R.M. (1976): The Linear Least Squares Prediction Approach to Two-Stage Sampling. "Journal of the American Statistical Association", No. 71, 657-473.
- R Development Core Team (2008): R: A Language and Environment for Statistical Computing. R Foundation for Statistical Computing, Vienna, Austria, http://www.R-project.org.
- Verbeke G., Molenberghs G. (2000): Linear Mixed Models for Longitudinal Data, Springer-Verlag, New York.
- Żądło Т. (2004): On Unbiasedness of Some EBLU Predictor. [in:] Proceedings in Computational Statistics 2004. J. Antoch (red.). Physica Verlag, Heidelberg-New York, pp. 2019-2026.
- Żądło, Т. (2009): On MSE of EBLUP. "Statistical Papers", No. 50, pp. 101-118.
Typ dokumentu
Bibliografia
Identyfikatory
Identyfikator YADDA
bwmeta1.element.ekon-element-000171202073