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The importance of nonsample or measurement errors has long been recognized. [for numerous references see e.g., the comprehensive papers by Mahalanobis (1946), Hansen et.al. (1961), Bailar and Dalenius (1970), Dalenius (1974)]. Attempts have been made for estimating components due to nonsampling errors. The work in this area starts developing surveys, specifically_designed to incorporate features which can facilitate the estimation of non sampling components such as reinterviews and/or interpenetrating samples. However most of the survey designs so far developed, though few, are very complex in nature [Fellegi (1964, 1974), Biemen et al. (1985), Folsom(1980), Nelson(1974)]. Here, a very simple survey design as well as a simple estimation procedure have been developed for the purpose of estimating simple as well as correlated response variances, namely interviewer variance and superviser variance. (original abstract)
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autor
- Indian Statistical Institute, Kolkata
Bibliografia
- BAILAR, BARBARA A. and TORE DALENIUS (1969): Estimating the Response Variance Components of the U.S. Bureau of the Census Survey Model, Sankhya, 31B, 341-360.
- BIEMER, PAUL P. and S. LYNNE STokes (1985): Optimal Design of Interviewer Variance Experiments in Complex Surveys, JASA, 80, 158-166.
- CHAI, JOHN J (1971): Correlated measurement errors and the least Square Estimators of the Regression Coefficient, JASA, 66, 478-483.
- DALENIUS TORE (1974): The Ends and Means of Total Survey Design. Stockholm: The University of Stockholm.
- FELLEGI, IVAN P. (1964): Response variation and estimation, JASA, 59, 10161041.
- FELLEGI, IVAN P. (1974): An Improved method of Estimating the Correlated Response Variance, JASA, 69, 496-501.
- FOLSOM, RALPH E. Jr. (1980): U-Statistics estimation of Variance Components for unequal probability samples with non additive Interviewer and response errors, American Statistical Association 1980 proceedings of the Survey Research Methods Section, 137-142.
- HANSEN, MORRIS H. WILLIAM N. HURWITZ, ETES. MARKS, and W. PARKER MAULDIN (1951): Response Errors in Survey, JASA, 46, 147190.
- HANSEN, MORRIS H. WILLIAM N. HURWITZ, ETES. MARKS, W. PARKER MAULDIN and MAX A. BERSHAD (1961): Measurement Errors in Censuses and Surveys, Bulletin of the International Statistical Institute, 38, 359- 374.
- HANSEN, MORRIS H, WILLIAM N. HURWITZ and LEAN PRITZKER (1964): The Estimation and Interpretation of Gross differences and the simple response variance: In C. R. Rao with D.B. Lahiri, K.R. Nair, P. Pant and S.S. Shrikhande eds. Contributions to Statistics Presented to Professor P.C. Mahalanobis on the Occasion of his 70th Birthday, Oxford, England: Pergamen Calcutta Statistical Publishing society, 111-136.
- HARTLEY, H O. and RAO, J.N.K. (1978): The Estimation of Non sampling Variance Components in Sample Surveys, N. Krishnan Namboodiri, ed., Survey Sampling and Measurement, New York; Academic.
- JABINE, J.B. and B.J. TEPPING (1973): Controlling the quality of occupation and industry data, Bulletin of the International Statistical Institute, 45 (3), 36389.
- KOOP, J.C. (1974): Notes for a unified theory of Estimation for Sample Surveys taking into account Response Errors, Metrika 21, 19-39.
- KOCH GORY G. (1973): An alternative Approach to Multivariate Response Error Models for Sample Survey Data with Applications to estimators involving Subclass Means, JASA, 68, 906 - 913.
- LESSLER, JUDITH T. and KALSBEEK, WILLIAM, D. (1992): Non sampling Errors in Surveys. John Wiley and Sons. Inc.
- MAHALANOBIS, P.C. (1946): Recent Experiments in Statistical Sampling in the Indian Statistical Institute, JRSS, 109, 327-328.
- NATHAN, GAD (1973): Response Errors Based on Different Samples, Sankhya ,35 A, 205-220.
- NELSON, FORREST D. (1977): Censored Regression Models with unobserved Stochastic Censoring Thresholds, Journal of Econometrics, 6, 581-592.
- RAGHAVA RAO, D. (1971): Constructions and Combinatorial Problems in Design of Experiments. John Wiley and Sons. Inc.
- RAJ DES (1956): Some Estimators in sampling with varying probabilities without replacement, JASA, 51, 269-284.
- RAJ DES (1968): Sampling Theory, New York: Mc Graw Hill.
- SUKHATME, PANDURANG VASUDEO and G.R. SETH (1952): Non sampling Errors in Surveys, Journal of the Indian Society of Agricultural Statistics, 4, 5-41.
Typ dokumentu
Bibliografia
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bwmeta1.element.ekon-element-000171378763