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Subsampling Method for Robust Estimation of Regression Models

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Figure

Figure 1. (a) Scatter plot of a contaminated sample of 20 from model (6) and the true regression line; (b) MSE from a least squares fit of a simple linear model to a subsample versus its label
Table 1. The number of subsamples 
Figure 3. (a) The probability (pi) of having at least  good subsamples in k = 7000 subsamples; (b) The probability (pi) of having at least i good subsamples in k = 312,912 i
Figure 4. Breakdown probability functions (BPs) of three SUEs and one non-SUE for a data set of size outliers are indicated by their associated the SUE’s designed to handle N = 60
+5

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