Combining data from two independent surveys: A model-assisted approach

Biometrika

Volumn 99, Issue 1, 2012, Pages 85-100

  Kim, Jae Kwang ^a   Rao, J N K ^b  

^a Department of Statistics Center for Statistics and Applications in Forensic Evidence Iowa State University 2438 Osborn Dr Ames   (United States)

^b CARLETON UNIVERSITY   (Canada)

Author keywords

Double sampling; Mass imputation; Synthetic data; Two phase sampling

Indexed keywords

EID: 84863249206     PISSN: 00063444     EISSN: 14643510     Source Type: Journal    
DOI: 10.1093/biomet/asr063     Document Type: Article

References (26)

1. BATTESE, G.,HARTER, R. & FULLER, W. (1988). An error component model for prediction of county crop areas using survey and satellite data. J. Am. Statist. Assoc. 83, 28-36.
2. BOSE, C. (1943). Note on the sampling error in the method of double sampling. Sankhya 6, 330.
3. BREIDT, F. J.,MCVEY, A. & FULLER, W. A. (1996). Two-phase sampling by imputation. J. Indian Soc. Agric. Statist. 49, 79-90.
4. CLAYTON, D., SPIEGELHALTER, D., DUNN, G. & PICKLES, A. (1998). Analysis of longitudinal binary data from multiphase sampling. J. R. Statist. Soc. B 60, 71-87. (Pubitemid 128656494)
5. COCHRAN, W. G. (1977). Sampling Techniques, 3rd ed. New York: John Wiley & Sons.
6. DEVILLE, J.-C.&S̈ARNDAL, C.-E. (1992). Calibration estimators in survey sampling. J. Am. Statist. Assoc. 87, 376-82.
7. ELBERS, C., LANJOUW, J. O. & LANJOUW, P. (2003). Micro-level estimation of poverty and inequality. Econometrica 71, 355-364.
8. FULLER, W. A. (2003). Estimation for multiple phase samples. In Analysis of Survey Data, Ed. R. L. Chambers and C. J. Skinner. Chichester: Wiley.
9. GODAMBE, V. & THOMPSON, M. (1986). Parameters of superpopulation and survey population: their relationship and estimation. Int. Statist. Rev. 54, 127-38.
10. HIDIROGLOU, M. (2001). Double sampling. Survey Methodol. 27, 143-54.
11. HIDIROGLOU, M. & S̈ARNDAL, C.-E. (1998). Use of auxiliary information for two-phase sampling. Survey Methodol. 24, 11-20.
12. ISAKI, C. & FULLER, W. A. (1982). Survey design under the regression superpopulation model. J. Am. Statist. Assoc. 77, 89-96.
13. KIM, J. K. & PARK, M. (2010). Calibration estimation in survey sampling. Int. Statist. Rev. 78, 21-39.
14. KIM, J. K. & FULLER, W. (2004). Fractional hot deck imputation. Biometrika 91, 559-78. (Pubitemid 41309893)
15. MENG, X. L. (1994). Multiple-imputation inferences with uncongenial sources of input (with discussion). Statist. Sci. 9, 538-73.
16. MERKOURIS, T. (2004). Combining independent regression estimators from multiple surveys. J. Am. Statist. Assoc. 99, 1131-9. (Pubitemid 39665957)
17. MERKOURIS, T. (2010). Combining information from multiple surveys by using regression for efficient small domain estimation. J. R. Statist. Soc. B 72, 27-48.
18. RAO, J. N. K. (1973). On double sampling for stratification and analytical surveys. Biometrika 60, 125-33.
19. RAO, J. N. K. & TAUSI, M. (2004). Estimating function jackknife variance estimators under stratified multistage sampling. Commun. Statist. 33, 2087-95.
20. REILLY, M. & PEPE, M. (1995). A mean score method for missing and auxiliary covariate data in regression models. Biometrika 82, 299-314.
21. REITER, J. (2008). Multiple imputation when records used for imputation are not used or disseminated for analysis. Biometrika 95, 933-46.
22. RENSSEN, R. H. & NIEUWENBROEK, N. (1997). Aligning estimates for common variables in two or more sample surveys. J. Am. Statist. Assoc. 92, 368-75.
23. RUST, K. F. & RAO, J. N. K. (1996). Variance estimation for complex surveys using replication techniques. Statist. Meth. Med. Res. 5, 283.
24. SCHENKER, N. & RAGHUNATHAN, T. (2007). Combining information from multiple surveys to enhance estimation of measures of health. Statist. Med. 26, 1802.
25. WU, C. (2004). Combining information from multiple surveys through the empirical likelihood method. Can. J. Statist. 32, 15-26.
26. YBARRA, L. & LOHR, S. (2008). Small area estimation when auxiliary information is measured with error. Biometrika 95, 919-31.