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Corpus ID: 39755243

Variance inflation factors in the analysis of complex survey data

@inproceedings{Liao2012VarianceIF,
title={Variance inflation factors in the analysis of complex survey data},
author={Dan Liao and R. Valliant},
year={2012}
}

Survey data are often used to fit linear regression models. The values of covariates used in modeling are not controlled as they might be in an experiment. Thus, collinearity among the covariates is an inevitable problem in the analysis of survey data. Although many books and articles have described the collinearity problem and proposed strategies to understand, assess and handle its presence, the survey literature has not provided appropriate diagnostic tools to evaluate its impact on… Expand