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Table 4 ARMAX model predictive capability for pain and responder status in the validation dataset

From: Integrating data from randomized controlled trials and observational studies to predict the response to pregabalin in patients with painful diabetic peripheral neuropathy

Clustersa

Observed vs. estimated, P value

Pain level for responders

Responder status achieved

At 50% threshold

At 30% threshold

At 50% threshold

At 30% threshold

1

0.52

0.31

0.50

0.20

2

0.78

0.16

0.65

0.11

3

0.29

0.22

0.26

0.14

4

0.71

0.32

0.83

0.28

5

0.66

0.42

0.73

0.25

6

0.76

0.30

0.79

0.25

  1. Abbreviations: ARMAX autoregressive moving average model, RCT randomized controlled trial
  2. aObservational study dataset of patients not matched with RCT patients