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. Author manuscript; available in PMC: 2013 Apr 19.

Published in final edited form as: J Am Stat Assoc. 2012 Oct 8;107(499):1166–1177. doi: 10.1080/01621459.2012.699793

Boxplots of percentage of misclassified observations calculated from 100 simulated samples from models (c) (rows 1 and 2) and (d) (rows 3 and 4) when θ_R = (ρ_R, ℓ_R), with ρ_R = 0.85 and 0.5 in rows 1, 3 and 2, 4, respectively; and ℓ_R = 3, 2, and 1 in columns 1, 2, and 3, respectively. In each group of 12 boxes, the first four are for n₁ = n₂ = 10 and k = 2, the next four are for n₁ = n₂ = 25 and k = 2, and the last four are for n₁ = n₂ = 25 and k = 1. In each group of four boxes, the data are transformed by Q̂⁻¹ (first box), R⁻¹ (second box), or T⁻¹ (third box), or are untransformed (fourth box).

Inline graphic — Boxplots of percentage of misclassified observations calculated from 100 simulated samples from models (c) (rows 1 and 2) and (d) (rows 3 and 4) when θ_R = (ρ_R, ℓ_R), with ρ_R = 0.85 and 0.5 in rows 1, 3 and 2, 4, respectively; and ℓ_R = 3, 2, and 1 in columns 1, 2, and 3, respectively. In each group of 12 boxes, the first four are for n₁ = n₂ = 10 and k = 2, the next four are for n₁ = n₂ = 25 and k = 2, and the last four are for n₁ = n₂ = 25 and k = 1. In each group of four boxes, the data are transformed by Q̂⁻¹ (first box), R⁻¹ (second box), or T⁻¹ (third box), or are untransformed (fourth box).