Author: David Sumpter Publisher: Bloomsbury Publishing ISBN: 1472924150 Category : Mathematics Languages : en Pages : 288
Book Description
'Football looked at in a very different way' Pat Nevin, former Chelsea and Everton star and football media analyst Football – the most mathematical of sports. From shot statistics and league tables to the geometry of passing and managerial strategy, the modern game is filled with numbers, patterns and shapes. How do we make sense of them? The answer lies in the mathematical models applied in biology, physics and economics. Soccermatics brings football and mathematics together in a mind-bending synthesis, using numbers to help reveal the inner workings of the beautiful game. This new and expanded edition analyses the current big-name players and teams using mathematics, and meets the professionals working inside football who use numbers and statistics to boost performance. Welcome to the world of mathematical modelling, expressed brilliantly by David Sumpter through the prism of football. No matter who you follow – from your local non-league side to the big boys of the Premiership, La Liga, the Bundesliga, Serie A or the MLS – you'll be amazed at what mathematics has to teach us about the world's favourite sport.
Author: James Tippett Publisher: Bloomsbury Publishing ISBN: 139941156X Category : Sports & Recreation Languages : en Pages : 273
Book Description
'Eye-opening. An essential read for any football fan' – Jamie Carragher A new, expanded and super-charged guide to Expected Goals (xG) analysis from the bestselling author of The Expected Goals Philosophy. The concept of Expected Goals – or xG – has changed how we understand football. Every fan will have heard of xG, many will understand what it is, but few will know exactly how it's being used by football teams to improve their chances of winning matches. xGenius explores the interplay between analysis, tactics, and decision-making. It seeks to put the sport of football under the microscope with the aim of getting closer to the ultimate truth of what makes players, managers and teams successful. What, ultimately, wins football matches. Packed with examples from the Premier League and beyond, xGenius shows how xG and other performance analysis tools are helping answer previously unanswerable questions. Were Brighton the unluckiest team in recent history? What is 'The Timo Werner Paradox'? How many titles did Liverpool deserve to win under Jürgen Klopp? Is Son Heung-Min the greatest finisher in the modern era? xGenius demonstrates how clubs and coaches are using data as a major tool to improve performances on the pitch. It reveals how xG helped Brighton and Brentford transform themselves into established Premier League clubs, and how such analysis was integral to Liverpool and Arsenal's renaissance in recent years. As teams have realised the importance of amassing high xG numbers, the average shot distances in Europe's major leagues have plummeted, dead ball situations have become ever more important, and players who are able to accumulate large xG volumes have become increasingly valuable. Clubs have developed new systems, formations and strategies as they strive for 'big chance creation'. xGenius shows how top-level football analysis is being carried out by the very best in the business. The insights explored in this book will change the way you watch football.
Author: Professor Oliver Johnson Publisher: Heligo Books ISBN: 1788708350 Category : Mathematics Languages : en Pages : 293
Book Description
'Lucid and entertaining. With barely an equation in sight, Numbercrunch makes a passionate case for how just a little bit more numeracy could help us all' - Tom Whipple, The Times 'The perfect introduction to the power of mathematics - fluent, friendly and practical' - Tim Harford, bestselling author of How to Make the World Add Up In our hyper-modern world, we are bombarded with more facts, stats and information than ever before. So, what can we grasp hold of to make sense of it all? Oliver Johnson reveals how mathematical thinking can help us understand the myriad data all around us. From the exponential growth of viruses to social media filter-bubbles; from share price fluctuations to the cost of living; from the datafication of our sports pages to quantifying climate change. Not to mention the things much closer to home: ever wondered when the best time is to leave a party? What are the chances of rain ruining your barbecue this weekend? How about which queue is the best to join in the supermarket? Journeying through three sections - Randomness, Structure, and Information - we meet a host of brilliant minds, such Alan Turing, Enrico Fermi and Claude Shannon, and are equipped with the tools to cut through the noise all around us - from the Law of Large Numbers to Entropy to Brownian Motion. Lucid, surprising, and endlessly entertaining, Numbercrunch equips you with a definitive mathematician's toolkit to make sense of your world.
Author: Enrique Dóal Pérez Frías Publisher: Enrique Dóal Pérez Frías ISBN: Category : Games & Activities Languages : en Pages : 349
Book Description
What variables are relevant to predict the future results of a football team? Are there any inefficiencies in the betting markets that can be exploited? How many games are necessary to correctly measure the level of a team or a footballer? Is it better to bet on a team that is on a winning streak or is it better to bet on a team that is on a losing streak? What is the probability that a team that has just been promoted will be relegated in the next few seasons? What is the optimal size and composition of a team squad? How are the best and worst clubs different? What are the best bookmakers? In this book the reader will find the answer to these and many other questions about the beautiful game, thanks to data mining techniques applied to a historical database of more than 200,000 football matches and a statistical approach explained in an easily accesible style.
Author: David Sumpter Publisher: Bloomsbury Publishing ISBN: 1472947428 Category : Computers Languages : en Pages : 288
Book Description
'Fascinating' Financial Times Algorithms are running our society, and as the Cambridge Analytica story has revealed, we don't really know what they are up to. Our increasing reliance on technology and the internet has opened a window for mathematicians and data researchers to gaze through into our lives. Using the data they are constantly collecting about where we travel, where we shop, what we buy and what interests us, they can begin to predict our daily habits. But how reliable is this data? Without understanding what mathematics can and can't do, it is impossible to get a handle on how it is changing our lives. In this book, David Sumpter takes an algorithm-strewn journey to the dark side of mathematics. He investigates the equations that analyse us, influence us and will (maybe) become like us, answering questions such as: Who are Cambridge Analytica? And what are they doing with our data? How does Facebook build a 100-dimensional picture of your personality? Are Google algorithms racist and sexist? Why do election predictions fail so drastically? Are algorithms that are designed to find criminals making terrible mistakes? What does the future hold as we relinquish our decision-making to machines? Featuring interviews with those working at the cutting edge of algorithm research, including Alex Kogan from the Cambridge Analytica story, along with a healthy dose of mathematical self-experiment, Outnumbered will explain how mathematics and statistics work in the real world, and what we should and shouldn't worry about. A lot of people feel outnumbered by algorithms – don't be one of them.
Author: Clive Beggs Publisher: CRC Press ISBN: 1003825338 Category : Sports & Recreation Languages : en Pages : 397
Book Description
Sports analytics is on the rise, with top soccer clubs, bookmakers, and broadcasters all employing statisticians and data scientists to gain an edge over their competitors. Many popular books have been written exploring the mathematics of soccer. However, few supply details on how soccer data can be analysed in real-life. The book addresses this issue via a practical route one approach designed to show readers how to successfully tackle a range of soccer related problems using the easy-to-learn computer language R. Through a series of easy-to-follow examples, the book explains how R can be used to: Download and edit soccer data Produce graphics and statistics Predict match outcomes and final league positions Formulate betting strategies Rank teams Construct passing networks Assess match play Soccer Analytics: An Introduction Using R is a comprehensive introduction to soccer analytics aimed at all those interested in analysing soccer data, be they fans, gamblers, coaches, sports scientists, or data scientists and statisticians wishing to pursue a career in professional soccer. It aims to equip the reader with the knowledge and skills required to confidently analyse soccer data using R, all in a few easy lessons.
Author: R. Kelly Rainer Publisher: John Wiley & Sons ISBN: 111985993X Category : Business Languages : en Pages : 595
Book Description
Introduction to Information Systems, 9th Edition delivers an essential resource for undergraduate business majors seeking ways to harness information technology systems to succeed in their current or future jobs. The book assists readers in developing a foundational understanding of information systems and technology and apply it to common business problems. This International Adaptation covers applications of the latest technologies with the addition of new cases from Europe, Middle East, Africa, Australia, and Asia-Pacific countries. It focuses on global business environment for students to understand the norms of using technology while operating on online platforms for exploring new avenues in different geographical locations. The book includes real business scenarios of how latest technologies such as Big Data, Cloud Computing, Blockchain, and IoT are perceived and adopted across countries. New cases highlight key technology issues faced by organizations such as designing and implementing IT security policies, dealing with ethical dilemma of securing customer data, moving IT infrastructure to cloud, and identifying how AI can be used to improve the efficiency of business operations.
Author: Ulf Brefeld Publisher: Springer Nature ISBN: 3030649121 Category : Computers Languages : en Pages : 141
Book Description
This book constitutes the refereed post-conference proceedings of the 7th International Workshop on Machine Learning and Data Mining for Sports Analytics, MLSA 2020, colocated with ECML/PKDD 2020, in Ghent, Belgium, in September 2020. Due to the COVID-19 pandemic the conference was held online. The 11 papers presented were carefully reviewed and selected from 22 submissions. The papers present a variety of topics within the area of sports analytics, including tactical analysis, outcome predictions, data acquisition, performance optimization, and player evaluation.
Author: Patricia M Nugent Publisher: F.A. Davis ISBN: 0803641176 Category : Medical Languages : en Pages : 913
Book Description
Here’s all of the crucial coverage you need to succeed in class and confidently prepare for the NCLEX-RN®. From nursing theory, legal and ethical issues, and leadership and management to psychological support, infection control and medication administration—easy-to-follow outlines in every chapter review exactly what you need to know.
Author: Matthew H. Zimmerman Publisher: Human Kinetics ISBN: 1492598445 Category : Sports & Recreation Languages : en Pages : 235
Book Description
Sports journalism has seen massive upheaval in recent years. Today’s 24/7 sports networks, streaming services, and social media platforms bring sports coverage and live events to consumers anytime, anywhere. But despite the increase in the number of media outlets and the speed by which news is delivered and consumed, the basic tenets of sports journalism remain, albeit with a few new wrinkles. Embracing this dynamic, Introduction to Sports Journalism provides students with the practical knowledge and tools to succeed in the evolving field of sports journalism. While other texts repeat the “sports journalism is changing” refrain, Introduction to Sports Journalism sheds light on how and why it’s changing. Through these discussions students are challenged to formulate their own perspectives on contemporary sports journalism, journalistic expression, and how these concepts fit in today’s evolving media and societal landscapes. The text begins with an overview and history of sports journalism and traditional media. Also discussed is the impact of today’s nontraditional journalists: the bloggers and videographers outside traditional media channels. The core of the text then focuses on developing practical skills required to work in the sports journalism field, including knowing how and what to write to craft compelling stories. Much attention is paid to analytics, what they are, their variations across sports, and how to interpret and use them effectively. Also featured are digital media (blogs, podcasts, and social media platforms) and the technological tools used to create content. Sports journalism and public relations often overlap, and the text explains the nuances of the respective functions. Public relations tools such as media guides and game notes are presented, as well as a section on crisis communication. The pressure to “break the story” can tempt even the best journalist to plagiarize or fabricate stories or skip fact checks. The text covers journalism ethics and provides best practices for avoiding traps. Racial and gender bias and the importance of providing equitable coverage are also discussed. Additionally, legal issues such as copyright, privacy, discrimination, defamation, reporter’s privilege, and first amendment rights are addressed. The book concludes with a discussion of career paths and challenges facing the industry. The landscape is changing and, in response, the authors provide career advice for students entering the field. In the chapters you’ll find Industry Profile sidebars featuring interviews and conversations with practicing sports journalists. Also included are Time-Out activities throughout the chapters and end-of-chapter discussion questions, applied activities, and practical exercises, all designed to engage students more fully with the content and apply learning to real-life situations. Introduction to Sports Journalism provides a comprehensive overview of contemporary sports journalism—spanning all media platforms and sport organizations—to prepare students for a dynamic career in sports journalism.
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Author: David Sumpter
Author: James Tippett
Author: Professor Oliver Johnson
Author: Enrique Dóal Pérez Frías
Author: David Sumpter
Author: Clive Beggs
Author: R. Kelly Rainer
Author: Ulf Brefeld
Author: Patricia M Nugent
Author: Matthew H. Zimmerman