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Table 3 Cost of testing for interactions in cases where they do not exist a

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

 

Scenario 1a

Scenario 1b

Scenario 1c

Scenario 1d

Ratio of measures

Sens

FDP

Sens

FDP

Sens

FDP

Sens

FDP

DSA2 to DSA1

1.00

0.98

1.00

0.96

0.96

1.07

1.02

0.94

GLINTERNET to LASSO

0.88

0.81

0.97

0.75

0.89

0.75

0.93

0.77

  1. aRestricted to methods having a version for main effects only and a version for main effects and interactions. Figures in the table represent the ratio of performance measure between the version looking only for main effects (denominator) and the version looking also for interaction terms (numerator)