Neural Networks and Statistical Models

Neural Networks and Statistical Models Proceedings of the Nineteenth Annual SAS Users Group International Conference, April, 1994. Warren S. Sarle, SAS Institute Inc., Cary, NC, USA. Abstract intelligent in the usual sense of the word. Artificial Neural Networks learn in much the same way that many Statistical There has been much publicity about the ability of artificial Neural algorithms do estimation, but usually much more slowly than Networks to learn and generalize. In fact, the most commonly Statistical algorithms. If artificial Neural Networks are intelligent, used artificial Neural Networks , called multilayer perceptrons, are then many Statistical methods must also be considered intelligent.

processing vast amounts of data and making predictions that are sometimes surprisingly accurate; this does not make them “intelligent” in the usual sense of the word. Artificial neural networks “learn” in much the same way that many statistical algorithms do estimation, but usually much more slowly than statistical algorithms.

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  Model, Statistical, Processing, Statistical models

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