One way to think about neural networks is that each individual node operates its own linear regression model, which includes input data, weights, a bias (or threshold), and an output, according to ...

The Data Science Lab Neural Network Regression from Scratch Using C# Compared to other regression techniques, a well-tuned neural network regression system can produce the most accurate prediction ...

Patricia M. West, Patrick L. Brockett, Linda L. Golden, A Comparative Analysis of Neural Networks and Statistical Methods for Predicting Consumer Choice, Marketing Science, Vol. 16, No. 4 (1997), pp.

This paper is concerned with the comparison of two popular non-parametric methodologies-data envelopment analysis and artificial neural networks-as tools for assessing performance. Data envelopment ...

This article assumes you have intermediate or better programming skill but doesn't assume you know anything about neural network regression. The demo is implemented using C#, but with a bit of effort ...