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Weighted-bootstrap alignment of explanatory variables

Hall, Peter; Leng, Xiaoyan; Muller, Hans-Georg


Adjustment for covariates is a time-honored tool in statistical analysis and is often implemented by including the covariates that one intends to adjust as additional predictors in a model. This adjustment often does not work well when the underlying model is misspecified. We consider here the situation where we compare a response between two groups. This response may depend on a covariate for which the distribution differs between the two groups one intends to compare. This creates the...[Show more]

CollectionsANU Research Publications
Date published: 2008
Type: Journal article
Source: Journal of Statistical Planning and Inference
DOI: 10.1016/j.jspi.2007.06.032


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