. 2017 Jul 14;16:74. doi: 10.1186/s12940-017-0277-6

Table 2.

Characteristics and performance measures available for each method

Feature	EWAS₂	DSA₁	DSA₂	Sun3step	LASSO	GLINTERNET	BRT
	Model structure
Provides regression coefficients		✓	✓	✓	✓	✓
Able to include interaction terms	✓		✓	✓		✓	✓
Able to include confounder covariates	✓	✓	✓	✓	✓
Able to capture non-linear associations			✓	✓			✓
	Measures of performance
RMS	✓	✓	✓	✓	✓	✓
RNV	✓	✓	✓	✓	✓	✓	✓
$R_{rel}^{2}$		✓	✓	✓	✓	✓	✓
Sens	✓	✓	✓	✓	✓	✓
AltSens	✓	✓	✓	✓	✓	✓	✓
Sensvar	✓	✓	✓	✓	✓	✓	✓
Sens₂	✓		✓	✓		✓
AltSens₂	✓		✓	✓		✓
FDP	✓	✓	✓	✓	✓	✓
AltFDP	✓	✓	✓	✓	✓	✓	✓
FDPvar	✓	✓	✓	✓	✓	✓	✓
FDP₂	✓		✓	✓		✓
AltFDP₂	✓		✓	✓		✓