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. Author manuscript; available in PMC: 2013 Sep 2.
Published in final edited form as: Electron J Stat. 2013;7:323–341. doi: 10.1214/13-EJS774

Table 1. Simulation Studies: Comparison of the pointmass and density estimation.

pointmass π
density fc
Bias2 Var MSE Bias2 Var MISE
DC .0030 .0042 .0072 .1909 .0882 .2791
Simulation I Model (4.1) SS .0001 .0019 .0020 .0168 .1267 .1435
PS .0001 .0019 .0020 .0182 .0504 .0686

DC .0020 .0033 .0233 .0305 .0024 .0329
Model (4.2) SS .0031 .0012 .0043 .0039 .0016 .0055
Simulation II PS .0031 .0012 .0043 .0044 .0012 .0055

DC .0001 .0016 .0018 .0645 .0049 .0694
Model (4.3) SS .0000 .0005 .0005 .0053 .0103 .0156
PS .0000 .0005 .0005 .0053 .0103 .0156