Published by the Foundation for Open Access Statistics
Editors-in-chief: Bettina Grün, Torsten Hothorn, Edzer Pebesma, Achim Zeileis    ISSN 1548-7660; CODEN JSSOBK
Analyzing Repeated Measures Marginal Models on Sample Surveys with Resampling Methods | Knoke | Journal of Statistical Software
Authors: James D. Knoke, Christy M. Anderson, Gary G. Koch
Title: Analyzing Repeated Measures Marginal Models on Sample Surveys with Resampling Methods
Abstract: Packaged statistical software for analyzing categorical, repeated measures marginal models on sample survey data with binary covariates does not appear to be available. Consequently, this report describes a customized SAS program which accomplishes such an analysis on survey data with jackknifed replicate weights for which the primary sampling unit information has been suppressed for respondent confidentiality. First, the program employs the Macro Language and the Output Delivery System (ODS) to estimate the means and covariances of indicator variables for the response variables, taking the design into account. Then, it uses PROC CATMOD and ODS, ignoring the survey design, to obtain the design matrix and hypothesis test specifications. Finally, it enters these results into another run of CATMOD, which performs automated direct input of the survey design specifications and accomplishes the appropriate analysis. This customized SAS program can be employed, with minor editing, to analyze general categorical, repeated measures marginal models on sample surveys with replicate weights. Finally, the results of our analysis accounting for the survey design are compared to the results of two alternate analyses of the same data. This comparison confirms that such alternate analyses, which do not properly account for the design, do not produce useful results.

Page views:: 6515. Submitted: 2005-09-12. Published: 2005-12-14.
Paper: Analyzing Repeated Measures Marginal Models on Sample Surveys with Resampling Methods     Download PDF (Downloads: 6690)
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DOI: 10.18637/jss.v015.i08

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Code: GNU General Public License (at least one of version 2 or version 3) or a GPL-compatible license.