Soccermatics

Soccermatics PDF 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.

Outnumbered

Outnumbered PDF 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.

Soccer Analytics

Soccer Analytics PDF 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.

Numbercrunch

Numbercrunch PDF 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.

Predictive Methods for Football and Betting Markets

Predictive Methods for Football and Betting Markets PDF 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.

Nursing Diagnosis Reference Manual

Nursing Diagnosis Reference Manual PDF Author: Sheila Sparks Ralph
Publisher: Lippincott Williams & Wilkins
ISBN: 9781582552927
Category : Medical
Languages : en
Pages : 772

Book Description
Nursing Diagnosis Reference Manual, Sixth Edition helps nursing students and practicing nurses prepare care plans accurately and efficiently for every NANDA-approved nursing diagnosis. The book features a life-cycle format, with sections on adult, adolescent, child, maternal-neonatal, and geriatric health. Sections on community-based health (care plans on home health, health promotion, and more) and psychiatric/mental health round out the volume. Each care plan includes clear-cut criteria for identifying the right nursing diagnosis, assessment guidelines, outcome statements, rationales with all interventions, and documentation guidelines.

Measure What Matters

Measure What Matters PDF Author: John Doerr
Publisher: Penguin
ISBN: 052553623X
Category : Business & Economics
Languages : en
Pages : 322

Book Description
#1 New York Times Bestseller Legendary venture capitalist John Doerr reveals how the goal-setting system of Objectives and Key Results (OKRs) has helped tech giants from Intel to Google achieve explosive growth—and how it can help any organization thrive. In the fall of 1999, John Doerr met with the founders of a start-up whom he'd just given $12.5 million, the biggest investment of his career. Larry Page and Sergey Brin had amazing technology, entrepreneurial energy, and sky-high ambitions, but no real business plan. For Google to change the world (or even to survive), Page and Brin had to learn how to make tough choices on priorities while keeping their team on track. They'd have to know when to pull the plug on losing propositions, to fail fast. And they needed timely, relevant data to track their progress—to measure what mattered. Doerr taught them about a proven approach to operating excellence: Objectives and Key Results. He had first discovered OKRs in the 1970s as an engineer at Intel, where the legendary Andy Grove ("the greatest manager of his or any era") drove the best-run company Doerr had ever seen. Later, as a venture capitalist, Doerr shared Grove's brainchild with more than fifty companies. Wherever the process was faithfully practiced, it worked. In this goal-setting system, objectives define what we seek to achieve; key results are how those top-priority goals will be attained with specific, measurable actions within a set time frame. Everyone's goals, from entry level to CEO, are transparent to the entire organization. The benefits are profound. OKRs surface an organization's most important work. They focus effort and foster coordination. They keep employees on track. They link objectives across silos to unify and strengthen the entire company. Along the way, OKRs enhance workplace satisfaction and boost retention. In Measure What Matters, Doerr shares a broad range of first-person, behind-the-scenes case studies, with narrators including Bono and Bill Gates, to demonstrate the focus, agility, and explosive growth that OKRs have spurred at so many great organizations. This book will help a new generation of leaders capture the same magic.

I've Got Mail

I've Got Mail PDF Author: Jeff Stelling
Publisher: Headline
ISBN: 1472279794
Category : Biography & Autobiography
Languages : en
Pages : 320

Book Description
'An entertaining read, especially for those who like to share their Saturday afternoons with Jeff and the Gang' The Sun I've Got Mail is the brand new book from Jeff Stelling, the Sunday Times bestselling author and host of Sky Sports' iconic football show Soccer Saturday. Reproducing a selection of correspondence he has received down the years, Stelling tells some intriguing stories around his experiences in broadcasting and football. This charming book is by turns warm and funny, moving and poignant, and invariably underpinned by a deeply rooted love of football and people. "It arrived while I was playing football. I remember my mum running towards me, dressed in pinny and slippers, waving a piece of flesh coloured paper, gripped in her hand, the print all in slightly faded block capitals. But the message from my new employer was clear and urgent. BERNARD GENT UNWELL. GO TO LEEDS IMMEDIATELY. COVER LEEDS UNITED V MIDDLESBROUGH It was the first and last telegram I ever received. It was a message that probably changed the course of my life. It was the first of many pieces of correspondence during my life which have made me laugh, cry or perhaps influenced my pathway in a more significant way. Receiving letters by post or via e-mail has always been important to me. Even now I feel slightly disappointed if the postman passes the door without anything for me, even though I know the chances are it will be a bill, a parking fine, a bank statement or a catalogue offering me clothing or garden furniture. The same applies when my inbox is empty save for someone offering a deal on a used car or urging me to change my energy provider. These days my mail is often from total strangers, usually with a simple birthday or autograph request. But at times the correspondence is emotional, and sometimes it is angry. Occasionally I'm entrusted with personal issues that the correspondents probably would not tell their closest friends. The only thing they all have in common is they start 'Dear Jeff'. Or almost all do..."

Sports Analytics

Sports Analytics PDF Author: Jin Song Dong
Publisher: Springer Nature
ISBN: 3031690737
Category :
Languages : en
Pages : 341

Book Description

Stat Shot: A Fan’s Guide to Hockey Analytics

Stat Shot: A Fan’s Guide to Hockey Analytics PDF Author: Rob Vollman
Publisher: ECW Press
ISBN: 1773052500
Category : Sports & Recreation
Languages : en
Pages : 294

Book Description
With every passing season, statistical analysis is playing an ever-increasing role in how hockey is played and covered. Knowledge of the underlying numbers can help fans stretch their enjoyment of the game. Acting as an invaluable supplement to traditional analysis, Stat Shot: A Fan’s Guide to Hockey Analytics can be used to test the validity of conventional wisdom and to gain insight into what teams are doing behind the scenes — or maybe what they should be doing! Inspired by Bill James’s Baseball Abstract, Rob Vollman has written a timeless reference of the mainstream applications and limitations of hockey analytics. With over 300 pages of fresh analysis, it includes a guide to the basics, how to place stats into context, how to translate data from one league to another, the most comprehensive glossary of hockey statistics, and more. Whether A Fan’s Guide to Hockey Analytics is used as a primer for today’s new statistics, as a reference for leading edge research and hard-to-find statistical data, or read for its passionate and engaging storytelling, it belongs on every serious fan’s bookshelf. A Fan’s Guide to Hockey Analytics makes advanced stats simple, practical, and fun.
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