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Home Statistics and Visualization Statistical Modeling, Causal Inference, and Social Science A mess with which I am comfortable
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A mess with which I am comfortable

Statistical Modeling, Causal Inference, and Social Science 2013-04-22

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Having established that survey weighting is a mess, I should also acknowledge that, by this standard, regression modeling is also a mess, involving many arbitrary choices of variable selection, transformations and modeling of interaction. Nonetheless, regression modeling is a mess with which I am comfortable and, perhaps more relevant to the discussion, can be extended using multilevel models to get inference for small cross-classifications or small areas.

We’re working on it.