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The average ℓ2-estimation error of 𝒜h-Trans-GLM and naïve-Lasso under linear, logistic and Poisson regression models with different settings of h and K. n0 = 200 and nk = 100 for all k = 1, … , p, p = 500, s = 5. Error bars denote the standard deviations.