Master the art of machine learning and data science by diving into the essence of mathematical logic with this comprehensive textbook. This book focuses on the widely applicable information criterion (WAIC), also desc...
详细信息
ISBN:
(数字)9789819938384
ISBN:
(纸本)9789819938377
Master the art of machine learning and data science by diving into the essence of mathematical logic with this comprehensive textbook. This book focuses on the widely applicable information criterion (WAIC), also described as the Watanabe-Akaike information criterion, and the widely applicable Bayesian information criterion (WBIC), also described as the Watanabe Bayesian information criterion. This book expertly guides you through relevant mathematical problems while also providing hands-on experience with programming in R and Stan. Whether you’re a data scientist looking to refine your model selection process or a researcher who wants to explore the latest developments in Bayesian statistics, this accessible guide will give you a firm grasp of Watanabe Bayesian Theory.
Through analysis of the European Union Emissions Trading Scheme (EU ETS) and the Clean Development Mechanism (CDM), this book demonstrates how to use a variety of econometric techniques to analyze the evolving and exp...
详细信息
ISBN:
(数字)9789400724129
ISBN:
(纸本)9789400724112;9789400796669
Through analysis of the European Union Emissions Trading Scheme (EU ETS) and the Clean Development Mechanism (CDM), this book demonstrates how to use a variety of econometric techniques to analyze the evolving and expanding carbon markets sphere, techniques that can be extrapolated to the worldwide marketplace. It features stylized facts about carbon markets from an economics perspective, as well as covering key aspects of pricing strategies, risk and portfolio management.
Each chapter explains statistical formulas and directs the reader to use Excel commands tosolve specific, easy-to-understand business problems. Practice problems are provided at the end of each chapter with their solu...
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ISBN:
(数字)9783030392611
ISBN:
(纸本)9783030392604
Each chapter explains statistical formulas and directs the reader to use Excel commands tosolve specific, easy-to-understand business problems. Practice problems are provided at the end of each chapter with their solutions in an appendix. Separately, there is a full practice test (with answers in an appendix) that allows readers to test what they have learned. This new edition offers a wealth of new sample problems, as well as updated chapter content throughout.
Für die fünfte Auflage wurde das Buch vollständig aktualisiert: Es bezieht sich nun auf die Version 4.0.0 von R, auch die Auswahl und Darstellung verwendeter Zusatzpakete wurde der dynamischen Entwicklu...
详细信息
ISBN:
(数字)9783662617366
ISBN:
(纸本)9783662617359
Für die fünfte Auflage wurde das Buch vollständig aktualisiert: Es bezieht sich nun auf die Version 4.0.0 von R, auch die Auswahl und Darstellung verwendeter Zusatzpakete wurde der dynamischen Entwicklung ***ßerdem wurde insbesondere der Abschnitt zur Datenaufbereitung überarbeitet: Zur stärkeren Ausrichtung auf Data-Science-Anwendungen stellt er nun ausführlich das Paket;vor, enthält eine erweiterte Darstellung von R-Markdown-Dokumenten und bespricht Hinweise zur Reproduzierbarkeit von Auswertungen.
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