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Table 8 Mean, standard deviation, minimum and maximum of utility values, RMSE and MAE for the predicted utilities for incomplete questionnaires (n = 120) with algorithms using domain scores for utility prediction (model 1, 4, 5 and 6)

From: Evaluation of the performance of algorithms mapping EORTC QLQ-C30 onto the EQ-5D index in a metastatic colorectal cancer cost-effectiveness model

 

Observed utility NL

Model 1

RE functional scale scores*

Model 4

Ordered logit

Model 5

Beta regression

Model 6

Separate equations

subgroup approach

Mean

0.760

0.764

0.756

0.764

0.767

St.Dev

0.232

0.177

0.222

0.222

0.178

Min

−0.086

0.108

−0.178

0.032

0.232

Max

1

0.982

0.971

0.959

0.985

RMSE

–

0.128

0.139

0.131

0.128

MAE

–

0.085

0.086

0.088

0.085

Spearman correlation

–

0.843

0.827

0.828

0.827

p-value

–

0.734

0.945

0.751

0.723

  1. p-values result from a t-test