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Inference on the Primary Parameter of Interest with the Aid of Dimension Reduction Estimation

Inference on the Primary Parameter of Interest with the Aid of Dimension Reduction Estimation

Summary As high dimensional data become routinely available in applied sciences, sufficient dimension reduction has been widely employed and its research has received considerable attention. However, with the majority of sufficient dimension reduction methodology focusing on the dimension reduction step, complete analysis and inference after dimension reduction have yet to …