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Table 2 Characteristics and performance measures available for each method

From: A systematic comparison of statistical methods to detect interactions in exposome-health associations

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
\(R^{2}_{\text {rel}}\)  
Sens  
AltSens
Sensvar
Sens2      
AltSens2      
FDP  
AltFDP
FDPvar
FDP2      
AltFDP2