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Identifying customers who are more likely to respond to a mail or call is an important issue in direct marketing, and constructing response model is an effective approach to solve this problem. Logistic regression and neural network are two of the most commonly used models in direct marketing. However, both models have their own limitations. Based on the group method of data handling (GMDH) theory,...
This work proposes a new forecasting model to analyse the economic development of Sichuan province of China. The model, which introduces the concept of diversity, is based on an improvement of the -GMDH algorithm. The new method, called D-GMDH, is compared with two ensemble approaches which are introduced by Dutta (2009), and D-GMDH is better than the two approaches in forecasting accuracy. D-GMDH...
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