Deep Learning Models For Economic Resea

Name: Deep Learning Models For Economic Resea
Brand: Taylor & Francis Ltd

Taylor & Francis Ltd

Deep Learning Models for Economic ResearchAuthor(s): Andrzej Dudek\nFormat: Hardback\nPublisher: Taylor & Francis Ltd, United Kingdom\nImprint: Routledge\nISBN-13: 9781041062707, 978-1041062707\nSynopsis\nIn todays data-driven world, the ability to make sense of complex, high-dimensional datasets is crucial for economists and data scientists. Traditional quantitative methods, while powerful, often struggle to keep up with the complexities of modern economic challenges. This book bridges this gap, integrating cutting-edge machine learning techniques with established economic analysis to provide new, more accurate insights.\n\nThe book offers a comprehensive approach to understanding and applying neural networks and deep learning models in the context of conducting economic research. It starts by laying the groundwork with essential quantitative methods such as cluster analysis, regression, and factor analysis, then demonstrates how these can be enhanced with deep learning techniqu.