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Table 3 Comparison of model fits

From: Mapping Short Warwick and Edinburgh Mental Wellbeing Scale (SWEMWBS) to Recovering Quality of Life (ReQoL) to estimate health utilities

 

OLS

Tobit

GLM Gaussian log link

Response Mapping

Mean Absolute Error (MAE)

0.147

0.147

0.149

0.156

Root Mean Square Error (RMSE)

0.197

0.197

0.198

0.199

Number of observations with Absolute Error (AE) > 0.05

1919

1892

1951

2141

Percentage of observations with AE > 0.05

75%

74%

76%

83%

Number of observations with AE > 0.1

1371

1361

1403

1545

Percentage of observations with AE > 0.1

53%

53%

55%

60%

Akaike Information Criteria (AIC)

− 1027

− 817

− 1003

N/A

Bayesian Information Criteria (BIC)

− 927

− 711

− 903

N/A

  1. AIC and BIC are not included for response mapping because they are not comparable with the others