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The signal-to-noise ratio for rank-1 SDMDC, rank-2 SDMDC and full SDMDC by the number of predictors, data structure, and the structure of correlation amongst predictors. Rank-1 and Rank-2 on the horizontal axis refer to the data structure in the simulation, while Rank-1 and Rank-2 in the legends refer to the modeling structure
