Search Results - "forecasting"

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    Data Science for Economics and Finance Methodologies and Applications /

    Published 2021
    Table of Contents: “…Data Science Technologies in Economics and Finance: A Gentle Walk-In -- Supervised Learning for the Prediction of Firm Dynamics -- Opening the Black Box: Machine Learning Interpretability and Inference Tools with an Application to Economic Forecasting -- Machine Learning for Financial Stability -- Sharpening the Accuracy of Credit Scoring Models with Machine Learning Algorithms -- Classifying Counterparty Sector in EMIR Data -- Massive Data Analytics for Macroeconomic Nowcasting -- New Data Sources for Central Banks -- Sentiment Analysis of Financial News: Mechanics and Statistics -- Semi-supervised Text Mining for Monitoring the News About the ESG Performance of Companies -- Extraction and Representation of Financial Entities from Text -- Quantifying News Narratives to Predict Movements in Market Risk -- Do the Hype of the Benefits from Using New Data Science Tools Extend to Forecasting Extremely Volatile Assets? …”
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    Electronic eBook
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    Inventory Analytics by Rossi, Roberto

    Published 2021
    Table of Contents: “…Introduction -- Inventory Systems -- Deterministic Inventory Control -- Demand Forecasting -- Stochastic Inventory Control -- Multi-echelon Inventory Systems…”
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    Electronic eBook