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Artificial neural networks (ANN) seem very promising for regression and classification, especially for large covariate spaces. Yet, their usefulness for medical and social research is limited because they present only prediction results and do not present features of the underlying process relating the inputs to the output. ANNs approximate a non-linear function by a composition of low-dimensional...
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