A review of optimal designs in survey sampling

作者: David R. Bellhouse

DOI: 10.2307/3314724

关键词: Sampling (statistics)Optimal designStratified samplingSampling designSurvey samplingStatisticsMultistage samplingSystematic samplingEconometricsCluster samplingMathematics

摘要: Results in five areas of survey sampling dealing with the choice design are reviewed. In Section 2, results and discussions surrounding purposive selection methods suggested by linear regression superpopulation models 3, similar to those previous section considered; however, random designs considered attention is focused on optimal j. Then 4, systematic obtained under autocorrelated The next examines minimax designs. work final based solely randomization. 6 sample which yield inclusion probabilities 7T = n/N rij n(n - 1)/N(N 1), but for there fewer than N C, possible samples, mentioned briefly.

参考文章(43)
H.P. Wynn, OPTIMUM DESIGNS FOR FINITE POPULATIONS SAMPLING Statistical Decision Theory and Related Topics#R##N#Proceedings of a Symposium Held at Purdue University, May 17–19, 1976. pp. 471- 478 ,(1977) , 10.1016/B978-0-12-307560-4.50030-2
V. P. Godambe, M. E. Thompson, Philosophy of Survey-Sampling Practice Foundations of Probability Theory, Statistical Inference, and Statistical Theories of Science. pp. 103- 123 ,(1976) , 10.1007/978-94-010-1436-6_4
A. Hedayat, Sampling Designs with Reduced Support Sizes. Defense Technical Information Center. ,(1977) , 10.21236/ADA052596
D. R. BELLHOUSE, M. E. THOMPSON, V. P. GODAMBE, Two-stage sampling with exchangeable prior distributions Biometrika. ,vol. 64, pp. 97- 103 ,(1977) , 10.1093/BIOMET/64.1.97
Richard M. Royall, The Linear Least-Squares Prediction Approach to Two-Stage Sampling Journal of the American Statistical Association. ,vol. 71, pp. 657- 664 ,(1976) , 10.1080/01621459.1976.10481542
D.R. Bellhouse, Spatial sampling in the presence of a trend Journal of Statistical Planning and Inference. ,vol. 5, pp. 365- 375 ,(1981) , 10.1016/0378-3758(81)90037-9
A. J. Scott, K. R. W. Brewer, E. W. H. Ho, Finite Population Sampling and Robust Estimation Journal of the American Statistical Association. ,vol. 73, pp. 359- 361 ,(1978) , 10.1080/01621459.1978.10481582
Werner Gautschi, Some Remarks on Systematic Sampling Annals of Mathematical Statistics. ,vol. 28, pp. 385- 394 ,(1957) , 10.1214/AOMS/1177706966
V. P. Godambe, M. E. Thompson, Estimation in Sampling Theory with Exchangeable Prior Distributions Annals of Statistics. ,vol. 1, pp. 1212- 1221 ,(1973) , 10.1214/AOS/1176342571
CLAES M. CASSEL, CARL E. SÄRNDAL, JAN H. WRETMAN, Some results on generalized difference estimation and generalized regression estimation for finite populations Biometrika. ,vol. 63, pp. 615- 620 ,(1976) , 10.1093/BIOMET/63.3.615