Variance estimation for complex surveys using replication techniques Export

@article{rust:rao:1996, abstract = {The analysis of survey data requires the application of special methods to deal appropriately with the effects of the sample design on the properties of estimators and test statistics. The class of replication techniques represents one approach to handling this problem. This paper discusses the use of these techniques for estimating sampling variances, and the use of such variance estimates in drawing inferences from survey data. The techniques of the jackknife, balanced repeated replication (balanced half-samples), and the bootstrap are described, and the properties of these methods are summarized. Several examples from the literature of the use of replication in analysing large complex surveys are outlined.}, address = {Westat, Inc., Rockville, MD 20850-3129, USA.}, author = {Rust, K. F. and Rao, J. N.}, citeulike-article-id = {1475866}, citeulike-linkout-0 = {http://view.ncbi.nlm.nih.gov/pubmed/8931197}, citeulike-linkout-1 = {http://www.hubmed.org/display.cgi?uids=8931197}, issn = {0962-2802}, journal = {Statistical Methods in Medical Research}, keywords = {bootstrap, ce\_jsm09\_svy\_bstrap, resampling\_inference, survey, survey\_resampling}, month = {September}, number = {3}, pages = {283--310}, posted-at = {2007-07-23 21:27:18}, priority = {2}, title = {Variance estimation for complex surveys using replication techniques}, url = {http://view.ncbi.nlm.nih.gov/pubmed/8931197}, volume = {5}, year = {1996} }

TY - JOUR ID - rust:rao:1996 L3 - citeulike-article-id:1475866 N2 - The analysis of survey data requires the application of special methods to deal appropriately with the effects of the sample design on the properties of estimators and test statistics. The class of replication techniques represents one approach to handling this problem. This paper discusses the use of these techniques for estimating sampling variances, and the use of such variance estimates in drawing inferences from survey data. The techniques of the jackknife, balanced repeated replication (balanced half-samples), and the bootstrap are described, and the properties of these methods are summarized. Several examples from the literature of the use of replication in analysing large complex surveys are outlined. IS - 3 JF - Statistical Methods in Medical Research SN - 0962-2802 AD - Westat, Inc., Rockville, MD 20850-3129, USA. EP - 310 TI - Variance estimation for complex surveys using replication techniques VL - 5 SP - 283 KW - bootstrap KW - ce_jsm09_svy_bstrap KW - resampling_inference KW - survey KW - survey_resampling AU - Rust, KF AU - Rao, JN PY - 1996/09// UR - http://view.ncbi.nlm.nih.gov/pubmed/8931197 ER -