Some Alternative Predictive Estimators of PopulationVariance

• RADHAKANTA NAYAK ^[2] ; LOKANATH SAHOO ^[1]
  1. [1] Utkal University

     Utkal University

     India

     
  2. [2] Khallikote College Department of Statistics
• Localización: Revista Colombiana de Estadística, ISSN-e 2389-8976, ISSN 0120-1751, Vol. 35, Nº. 3, 2012, págs. 509-521
• Idioma: inglés
• Títulos paralelos:
  • Algunos estimadores predictivos alternativos de la varianza poblacional
• Enlaces
  • Texto completo
• Resumen
  • español

    Mediante el uso de un procedimiento de estimación predictivo, se desarrollan algunos estimadores de la varianza poblacional en la presencia de una variable auxiliar. Estudios analíticos y de simulación son implementados para entender el desempeño de los estimadores sugeridos en comparación con otros ya existentes.

  • English

    Using a predictive estimation procedure, an attempt has been made to develop some estimators for the finite population variance in the presence of an auxiliary variable. Analytical and simulation studies have been undertaken for understanding the performance of the suggested estimators compared to some existing ones.

• Referencias bibliográficas
  • Ahmed, M. S.,Walid, A. D.,Ahmed, A. O. H.. (2003). 'Some estimators for finite population variance under two-phase sampling'. Statistics...
  • Basu, D.. (1971). 'Foundations of Statistical Inference'. Holt, Rinehart and Wintson. Toronto.
  • Biradar, R. S.,Singh, H. P.. (1998). 'Predictive estimation of finite population variance'. Calcutta Statistical Association Bulletin....
  • Bolfarine, H.,Zacks, S.. (1992). Prediction Theory for Finite Populations. Springer-Verlag.
  • Cochran, W.. (1977). Sampling Techniques. Wiley Eastern Limited.
  • Das, A.,Tripathi, T. P.. (1978). 'Use of auxiliary information in estimating the finite population variance'. Sankhy\bar{a}. 40. 139-148
  • Dobson, A. J.. (1990). An Introduction to Generalized Linear Models. Chapman and Hall.
  • Garcia, M. R.,Cebrain, A. A.. (1996). 'Repeated substitution method: the ratio estimator for the population variance'. Metrika. 43....
  • Giiancarlo, D.,Chiara, T.. (2004). 'Estimation for finite population variance in double sampling'. Metron. 62. 223-232
  • Grover, L. K.. (2007). 'A wide and efficient class of estimators of population variance under sub-sampling scheme'. Model Assisted...
  • Horvitz, D. G.,Thompson, D. J.. (1952). 'A generalization of sampling without replacement from a finite universe'. Journal of the...
  • Isaki, C. T.. (1983). 'Variance estimation using auxiliary information'. Journal of the American Statistical Association. 78.
  • Jhajj, H. S.,Sharma, M. K.,Grover, L. K.. (2005). 'An efficient class of chain estimators of population variance under sub-sampling scheme'....
  • Kadilar, C.,Cingi, H.. (2006). 'Improvement in variance estimation using auxiliary information'. Hacettepe Journal of Mathematics...
  • Kadilar, C.,Cingi, H.. (2007). 'Improvement in variance estimation in simple random sampling'. Communications in Statistics-Theory...
  • Murthy, M. N.. (1967). Sampling Theory and Methods. Statistical Publishing Society.
  • Nayak, R. K.. (2009). Some Estimation Strategies in Finite Population Survey Sampling Using Auxiliary Information.
  • Panse, V. G.,Sukhatme, P. V.. (1985). Statistical Methods for Agricultural Workers. Indian Council for Agricultural Research.
  • Prasad, B.,Singh, H. P.. (1990). 'Some improved ratio-type estimators of finite population variance in sample surveys'. Communications...
  • Prasad, B.,Singh, H. P.. (1992). 'Unbiased estimators of finite population variance using auxiliary information in sample surveys'....
  • Royall, R. M.. (1988). The prediction approach to sampling theory. 'Handbook of Statistics'. 6. 351-358
  • Sampford, M. R.. (1962). An Introduction to Sampling Theory. Oliver and Boyd.
  • Sampford, M. R.. (1978). 'Contribution to Survey Sampling and Applied Statistics'. Academic Press.
  • Shukla, G. K.. (1966). 'An alternative multivariate ratio estimate for finite population'. Calcutta Statistical Association Bulletin....
  • Singh, H. P.,Singh, R.. (2001). 'Improved ratio-type estimators for variance using auxiliary information'. Journal of the Indian Society...
  • Singh, S.,Kataria, P.. (1990). 'An estimator of the finite population variance'. Journal of the Indian Society of Agricultural Statistics....
  • Srivastava, S. K.. (1983). 'Predictive estimation of finite population using product estimators'. Metrika. 30. 93-99
  • Srivastava, S. K.,Jhajj, H. S.. (1980). 'A class of estimators using auxiliary information for estimating finite population variance'....
  • Srivastava, S. K.,Jhajj, H. S.. (1995). 'Classes of estimators of finite population mean and variance using auxiliary information'....
  • Steel, R. G. D.,Torrie, J. H.. (1960). Principles and Procedures of Statistics. Mc. Graw Hill Book Company.
  • Sukhatme, P. V.,Sukhatme, B. V.. (1977). Sampling Theory of Surveys with Applications. Asia Publishing House.
  • Wetherill, G. B.. (1981). Intermediate Statistical Methods. Chapman and Hall.
  • Yates, F.. (1960). Sampling Methods for Censuses and Surveys. Charls and Griffin.