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Trend spotting: using text analysis to model market dynamics

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Prediction for big data through Kriging : small sequential and one-shot designs

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Depth-based support vector classifiers to detect data nests of rare events

Dyckerhoff, Rainer; Stenz, Hartmut Jakob - In: International journal of computational economics and … 11 (2021) 2, pp. 107-142

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Big data in monetary policy analysis : a critical assessment

Bogner, Alexandra; Jerger, Jürgen - In: Economics and business review 9 (2023) 2, pp. 27-40

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Statistical and machine-learning data mining : techniques for better predictive modeling and analysis of big data

Ratner, Bruce - 2017 - 3rd edition

Preface -- Preface to second edition -- Acknowledgments -- About the author -- Introduction -- Science dealing with data: statistic and data science -- Basic data mining methods for variable assessment -- Chaid-based data mining for paired-variable assessment -- The importance of straight data :...

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Agricultural economics as a poster child of applied economics : big data & big issues

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Big Data Application in entrepreneurship

Parra, León Darío; Argote Cusi, Milenka Linneth - In: Handbook of research on IT applications for strategic …, (pp. 214-240). 2020

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Forecasting with Artificial Intelligence : Theory and Applications

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forecasting and optimisation: theory and applications -- 13. Enhanced forecasting with LSTVAR-ANN hybrid model: application in … insights into the theory and practice of AI-based forecasting. This book is a valuable resource for anyone involved in …

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Big portfolio selection by graph-based conditional moments method

Zhu, Zhoufan; Zhang, Ningning; Zhu, Ke - In: Journal of empirical finance 78 (2024), pp. 1-15

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The big data newsvendor problem under demand and yield uncertainties

Cao, Tiantian; Yang, Yi; Zhu, Han; Yu, Mingyue - In: International journal of production economics 279 (2025), pp. 1-12

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