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Table 3 LASSO variables’ screening process

From: Improving the prediction of going concern of Taiwanese listed companies using a hybrid of LASSO with data mining techniques

Steps Work-G1 (AIC) Work-G2a (AIC) Work-G3 (AIC) Work-G4b (AIC) Work-G5 (AIC)
1 X4 (−77.5676) X4 (−94.7118) X4 (−66.0500) X4 (−83.1760) X4 (−71.2937)
2 X22 (−108.2326) X6 (−93.3790) X6 (−80.9976) X22 (−83.9267) X22 (−115.3547)
3 X11 (−116.1226) X22 (−94.0645) X22 (−79.4015) X6 (−87.0297) X11 (−125.4222)
4 X6 (−127.3604) X19 (−93.0137) X19 (−129.3612) X20 (−85.2646) X20 (−123.5628)
5 X20 (−146.4499) X20 (−100.9320) X13 (−134.4688) X15 (−94.1284) X6 (−124.3376)
6 X7 (−152.5126) X15 (−101.0658) X14 (−132.8479) X11 (−95.2185) X14 (−133.9785)
7 X5 (−152.5561) X17 (−100.642) X20 (−134.1510) X14 (−107.4634) X16 (−134.0137)
8   X14 (−104.7244) X17 (−136.4395) X1 (−120.0362)  
9   X11 (−102.8433) X16 (−142.2861) X9 (−120.4143)  
10   X13 (−107.1809)    
11   X5 (−107.8717)    
12   X12 (−116.8996)    
13   X16 (−124.2823)    
  1. aX9 effect entered at step, AIC value is −104.7244, removed at step 13, AIC value form −107.8717 decease to −115.5186
  2. bX21 effect entered at step 5, AIC value is −93.7699, removed at step 9, AIC value form −107.4634 decease to −112.5140