Table 2.

Multivariate outliers simulated study

Outliers	Method	BM1		BM2		BM3		BM4		BM5
		P	R	P	R	P	R	P	R	P	R
1 %	MIDER	66.7 %	66.7 %	84.9 %	88.2 %	86.9 %	82.0 %	88.3 %	88.8 %	99.9 %	99.9 %
	MIDER+OS	100 % ∗	100 % ∗	91.6 % ∗	94.6 % ∗	90.8 % ∗	88.6 % ∗	91.5 % ∗	91.2 % ∗	98.6 %	98.6 %
5 %	MIDER	65.7 %	65.7 %	83.7 %	86.8 %	83.0 %	74.7 %	79.6 %	83.1 %	98.6 %	98.6 %
	MIDER+OS	91.0 % ∗	91.0 % ∗	86.9 % ∗	90.5 % ∗	85.6 % ∗	80.2 % ∗	82.8 % ∗	85.1 % ∗	97.3 %	97.3 %
10 %	MIDER	64.0 %	64.0 %	80.6 %	83.2 %	70.1 %	69.7 %	70.4 %	77.3 %	98.8 %	98.8 %
	MIDER+OS	73.0 % ∗	73.0 % ∗	82.6 % ∗	85.8 % ∗	72.8 % ∗	71.1 % ∗	73.0 % ∗	79.2 % ∗	98.2 %	98.2 %

Precision and recall of the network inference of MIDER and MIDER + the outlier scheme (MIDER+OS)

The asterisks mark the statistically better results of MIDER+OS (p-value <0.05)