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Noorbaloochi S, Nelson DB, Asgharian M. Sufficiency, ancillarity and bias reduction for high dimensional predictor spaces. Presented at: Causal Inference in Statistics and the Quantitative Sciences Workshop; 2009 May 4; Banff, Canada.