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Detailed, complete, timely and reliable statistics are essential to monitor the energy situation at a country level as … well as at an international level. Energy statistics on supply, trade, stocks, transformation and demand are indeed the … basis for any sound energy policy decision. This manual is designed to provide a basic understanding of energy statistics to …
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This publication presents annual energy consumption data in manufacturing sectors. Over the last 25 years, energy consumption has become just as important as energy supply for policy makers. There is a need for energy efficiency indicators and data to monitor developments in energy consumption...
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We argue that comprehensive out-of-sample (OOS) evaluation using statistical decision theory (SDT) should replace the current practice of K-fold and Common Task Framework validation in machine learning (ML) research. SDT provides a formal framework for performing comprehensive OOS evaluation...
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Robustness checks, such as adding controls or sample splits, are a standard feature of reduced-form empirical research. Because of computational costs of reestimating alternative models, they are much less common in structural research using simulation-based methods. We propose a simple...
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In this table, statistics for different types of coal and coal products, including manufactured gases is shown …
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This table contains data on world oil statistics while focusing on trade flows amongst countries, oil demand and output …
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