Marketing Science 2024

Estimating Parameters of Structural Models Using Neural Networks

Yanhao Wei¹; Zhenling Jiang²

¹ University of Southern California · ² University of Pennsylvania

Abstract

We use neural networks for structural model estimation, achieving both accuracy and computational efficiency, particularly for models with high simulation costs.

DOI

10.1287/mksc.2022.0360

Sources

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APA 7 MLA 9 Chicago (author–date) Harvard Elsevier Harvard (JFE, JBF…) The Accounting Review Academy of Management American Marketing Association INFORMS (Management Science) Copy citation Copied ✓