On Multicollinearity and Artificial Neural Networks

für 44.10€ kaufen ··· 9783844327090 ··· 10361115491 ···
One of the many problems encountered in coming up with a multiple linear regression model is the presence of severe multicollinearity in the data set. In this work, the focus is on the mathematics of multicollinearity -- what it is, what it does to the model, how it can be detected and combated. Aside from the classical methods, artificial neural networks were also employed to combat multicollinearity. Softwares such as Statistical Package for the Social Science (SPPS) Release 7.0 and 10.0 for Windows, MATLAB version 5.3 and Stuttgart Neural Network Simulator (SNNS) version 4.1 were used to carry out the massive computations.
Hersteller: LAP Lambert Academic Publishing
Marke: LAP Lambert Academic Publishing
EAN: 9783844327090
Kat: Hardcover/Naturwissenschaften, Medizin, Informatik, Technik/Mathematik/Wahrscheinlichkeitstheorie, Stochastik, Mathematische Statistik
Lieferzeit: Sofort lieferbar
Versandkosten: Ab 20¤ Versandkostenfrei in Deutschland
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5: Ab 20¤ Versandkostenfrei in Deutschland
6: LAP Lambert Academic Publishing
7: On Multicollinearity and Artificial Neural Networks
:::: Hardcover/Naturwissenschaften, Medizin, Informatik, Technik/Mathematik/Wahrscheinlichkeitstheorie, Stochastik, Mathematische Statistik

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···· aufgenommen: 09.10.2020 · 06:20:36
···· & überprüft: 12.11.2020 · 23:24:15

: Multicollinearity : Artificial : Neural : Networks :

On Multicollinearity and Artificial Neural Networks

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