Columbia University Press
Sports Analytics
About this book
Author / Editor information
Reviews
Benjamin C. Alamar helped pioneer the sports analytics movement. There are few people more qualified to write this book, which provides actionable information for decision makers and analysts in the field.
Greg Strizek, president, Strategic Analytics, Inc.:
This second edition of Sports Analytics offers a comprehensive framework for building successful analytics programs in sports organizations. Alamar’s expertise and experience provide many insightful examples.
Keith Woolner, principal data scientist, baseball research and development, Cleveland Guardians:
Sports teams that fail to capitalize on their data will be outcompeted. Alamar delineates a framework for executives to consider how analytics fit in their organization and the tangible value improved decision making brings. With a deft balance of the conceptual and the concrete, he explains the elements needed to launch an analytics group, the pitfalls to avoid, and the plans to both deliver short-term benefits and execute a long-term vision—all without unnecessary technical jargon.
Julie Souza, head of sports, Global Professional Services, Amazon Web Services:
Alamar expertly elucidates the importance and value to leagues, teams, and players of a robust and thoughtful approach to data and analytics. It is hard to imagine an aspect of sports—from player health and safety and rule evolution to scouting and game strategy to marketing and fan engagement—that is not affected by and cannot be improved through insights gleaned from Alamar’s strategic approach to data.
Topics
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Frontmatter
i -
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CONTENTS
vii -
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Foreword
ix -
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Acknowledgments
xiii -
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1 Introduction to Sports Analytics
1 -
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2 Data and Data Management
21 -
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3 Data and Information
35 -
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4 Information Systems
46 -
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5 Statistical Models and How to Use Them
61 -
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6 Predictive Analytics in Action
80 -
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7 Analytics in the Organization: Innovation and Implementation
103 -
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8 Data and Decision Making
120 -
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9 Analytics in the Organization: A Blueprint for Analytic Success
133 -
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Notes
157 -
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Index
159