Artificial Neural Networks and Structural Equation Modeling
Gebundenes Buch

Artificial Neural Networks and Structural Equation Modeling

Marketing and Consumer Research Applications

Herausgegeben: Alnoor, Alhamzah; Wah, Khaw Khai; Hassan, Azizul
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This book goes into a detailed investigation of adapting artificial neural network (ANN) and structural equation modeling (SEM) techniques in marketing and consumer research. The aim of using a dual-stage SEM and ANN approach is to obtain linear and non-compensated relationships because the ANN method captures non-compensated relationships based on the black box technology of artificial intelligence. Hence, the ANN approach validates the results of the SEM method. In addition, such the novel emerging approach increases the validity of the prediction by determining the importance of the variabl...