Robust correlators | Astronomy & Astrophysics (A&A)

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Table 4:

Bias and rms of $\widehat {\rho }$ for median absolute deviation (MAD), n = 1000, m = 10 000, 95%-confidence intervals for bias: $\delta _{\rm bias} = \pm 0.00097$ , for rms: $\delta _{\rm rms} = \pm 0.00069$ .
Without outliers With outliers
	Pearson		MAD		Pearson		MAD
Pearson MAD Pearson MAD
$\rho$	Bias	Rms	Bias	Rms	Bias	Rms	Bias	Rms
0.00	0.000073	0.031411	-0.000057	0.051588	0.000246	0.031372	-0.000097	0.052656
0.05	0.000073	0.031761	-0.000315	0.052502	-0.039889	0.032401	0.001113	0.053639
0.10	0.000064	0.031470	-0.000396	0.051782	-0.080238	0.031536	0.002077	0.052777
0.20	-0.000510	0.030379	-0.000158	0.051560	-0.080546	0.033214	0.002244	0.052823

Source LaTeX | All tables | In the text

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