I present software for analysing complex survey samples in R. The sampling scheme can be explicitly described or represented by replication weights. Variance estimation uses either replication or linearisation.

Thomas Lumley

English

Research Papers in Economics

Alcohol and Drug Services Study (ADSS). Data ﬁle user’s manual for the ADSS Phase I facility interview ﬁle http://www.samhsa.gov/ oas/ADSS/ADSS1FacilityCB.pdf.

Analysis of complex survey data using replication Westat:

Computing methods for variance estimation in complex surveys.

Computing variances from samples with replicate weights.

Fay’s method for variance estimation.

Sample Design, Selection, and Estimation for Phase I of ADSS.

Sampling of Populations: Methods and Applications (3rd edition).

SURVWGT: Stata module to create and manipulate survey weights. http://econpapers.hhs.se/software/bocbocode/s427503.htm

The Jackknife and Bootstrap.

Analysis of Complex Survey Samples

Analysis of Complex Survey Samples

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Research Papers in Economics