Messy Data, Robust Inference? Navigating Obstacles to Inference with bigKRLS
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DOI: 10.1017/pan.2018.33
Abstract: Complex models are of increasing interest to social scientists. Researchers interested in prediction generally favor flexible, robust approaches, while those interested in causation are often interested in modeling nuanced treatment structures and confounding relationships. Unfortunately,… read more here.
Keywords: messy data; data robust; robust inference; navigating obstacles ... See more keywords