Efficient Inference on High-Dimensional Linear Model with Missing Outcomes

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Documentation for package ‘DebiasInfer’ version 0.2

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DebiasProg The proposed debiasing (primal) program.
DebiasProgCV The proposed debiasing (primal) program with cross-validation.
DualCD Coordinate descent algorithm for solving the dual form of our debiasing program.
DualObj The objective function of the debiasing dual program.
SoftThres The soft-thresholding function