Comparison of the performance of multi-layer perceptron and linear regression for epidemiological data
نویسندگان
چکیده
منابع مشابه
Comparison of the performance of multi-layer perceptron and linear regression for epidemiological data
Neural networks are used increasingly as statistical models. The performance of multilayer perceptron (MLP) and that of linear regression (LR) were compared, with regard to the quality of prediction and estimation and the robustness to deviations from underlying assumptions of normality, homoscedasticity and independence of errors. Taking into account those deviations, 5ve designs were construc...
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ژورنال
عنوان ژورنال: Computational Statistics & Data Analysis
سال: 2004
ISSN: 0167-9473
DOI: 10.1016/s0167-9473(02)00257-8