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What is the added value of using non linear models to explore complex healthcare datasets?

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Figure

Table of Abbreviations
Table 3.1: The numbers and proportions of patients in each category of each scorein the BeST trial.
Table 6.9: Patient Characteristics in the four-Class latent class model* SF12 question 7 `How much of the time does your pain interfere with social activities?' 1= all ofthe time, 2=most of the time, 3=some of the time, 4=a little of the time, 5= none of t
Figure 6.11: Histogram of the probabilities of recovery for cases that did recover, as predicted bythe artical neural network with one hidden node and weight decay 0.1.
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