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The Art of Statistics
The Art of Statistics
Oct 19, 2024 4:39 AM

Author:David Spiegelhalter

The Art of Statistics

'A statistical national treasure' Jeremy Vine, BBC Radio 2

'Required reading for all politicians, journalists, medics and anyone who tries to influence people (or is influenced) by statistics. A tour de force' Popular Science

Do busier hospitals have higher survival rates? How many trees are there on the planet? Why do old men have big ears? David Spiegelhalter reveals the answers to these and many other questions - questions that can only be addressed using statistical science.

Statistics has played a leading role in our scientific understanding of the world for centuries, yet we are all familiar with the way statistical claims can be sensationalised, particularly in the media. In the age of big data, as data science becomes established as a discipline, a basic grasp of statistical literacy is more important than ever.

In The Art of Statistics, David Spiegelhalter guides the reader through the essential principles we need in order to derive knowledge from data. Drawing on real world problems to introduce conceptual issues, he shows us how statistics can help us determine the luckiest passenger on the Titanic, whether serial killer Harold Shipman could have been caught earlier, and if screening for ovarian cancer is beneficial.

'Shines a light on how we can use the ever-growing deluge of data to improve our understanding of the world' Nature

Reviews

David Spiegelhalter is probably the greatest living statistical communicator; more than that, he's one of the great communicators in any field. This marvellous book will transform your relationship with the numbers that swirl all around us. Read it and learn.

—— Tim Harford

There is something in here for everyone ... A call to arms for greater societal data literacy ... Spiegelhalter's work serves as a reminder that there are passionate, self-aware statisticians who can argue eloquently that their discipline is needed now more than ever.

—— Alan Smith , Financial Times

Shines a light on how we can use the ever-growing deluge of data to improve our understanding of the world . . . The Art of Statistics will serve students well. And it will be a boon for journalists eager to use statistics responsibly - along with anyone who wants to approach research and its reportage with healthy scepticism.

—— Nature

What David Spiegelhalter does here is provide a very thorough introductory grounding in statistics without making use of mathematical formulae. And it's remarkable. Spiegelhalter is warm and encouraging - it's a genuinely enjoyable read ... This book should be required reading for all politicians, journalists, medics and anyone who tries to influence people (or is influenced) by statistics. A tour de force.

—— Popular Science

The Art of Statistics is in the great educational tradition of its publishing imprint, Pelican Books: an attempt to get everyone up to speed with the practical uses of statistics, without pages of terrifying equations or Greek letters. In a series of spry, airy chapters, he succeeds fabulously ... Lucid and readable. In an age of scientific clickbait, 'big data' and personalised medicine, this is a book that nearly everyone would benefit from reading.

—— Spectator

Important and comprehensive

—— Hannah Fry , New Yorker

This is an excellent book. Spiegelhalter is great at explaining difficult ideas . . . Yes, statistics can be difficult. But much less difficult if you read this book.

—— Evening Standard

Like the fictional investigator Sherlock Holmes, Spiegelhalter takes readers on a trail to challenge methodology and stats thrown at us by the media and others. But where other authors have attempted this and failed, he is inventive and clever in picking the right examples that spark the reader's interest to become active on their own.

—— Engineering and Technology

Do you trust headlines telling you . . . that bacon, ham and sausages carry the same cancer risk as cigarettes? No, nor do I. That is why we need a book like this that explains how such implausible nonsense arises in the first place. Written by a master of the subject . . . this book tells us to examine our assumptions. Bravo.

—— Standpoint

Timely and important ... Klinenberg, an optimist, tells heartwarming stories ... No reasonable person could not want these things

—— Observer

Significant and engaging ... It’s easy to write about the importance of local social life. It’s harder to know what to do to support it ... Klinenberg’s argument has a powerful simplicity

—— Financial Times

A vision of the good city ... At the heart of the book is that idea of the library or park rather than the market as the place where urban life is lived at its best

—— Owen Hatherley , Guardian

An essential book for our times. How well we listen determines how we love, learn, and connect with one another, and in this moment when we need to hear and be heard more than ever, this thought-provoking and engaging book shows us how.

—— Lori Gottlieb , New York Times bestselling author of Maybe You Should Talk to Someone

Wide ranging, deeply researched, readable and persuasive. Ms Murphy, we hear you!

—— Rose Shepherd , Saga Magazine, *Books to Look Our For in 2020*

Full of fascinating insights and advice on the art of listening... a deeply researched and thought-provoking read… [that] feels timely and necessary

—— Eastern Daily Press, *Book of the Week*

A thoroughly researched piece of long-form journalism… An interesting read.

—— Natalie Bowen , UK Press Syndication

Murphy offers a timely reminder of how we could enrich out lives and relationships if we redouble our efforts to listen to opposing views.

—— Lucy Popescu , Tablet

In an age when technology has made it easier than ever before to talk with each other, we've paradoxically become worse at listening. Fortunately, we have Kate Murphy to teach us how to reclaim this crucial skill. This book changed the way I think about communicating with the people who matter to me.

—— Cal Newport , New York Times bestselling author of Deep Work and Digital Minimalism

A timely intervention

—— Niki Seth-Smith , New Humanist

Warn, earnest, gently beseeching... Carefully read, Murphy's book might help us all pay more great compliments to the ones we love

—— M. M. Owen , Times Literary Supplement

Jaw-dropping… This book is a snapshot of the dangers of a world designed to fit a minority

—— Barbara Speed , i

Plain, detailed and almost overwhelming prose… There is no anger in Criado Perez's pages – she is too busy with evidence for that

—— Tanya Gold , UnHerd

Book that did most to change the way I thought? Caroline Criado Perez's Invisible Women... Perez has delivered a much needed correction: full of persuasive examples and analysis of areas from public policy, medicine, economics and elsewhere in which data have been gathered in such a way as to obscure or omit matters of most concern to women. I learned a lot

—— Tim Harford

Invisible Women… is a book that changes the way you see the world

—— Allan Massie , Sunday Times

The book’s force doesn’t derive from the power of its rhetoric – instead it’s the steady, unrelenting accumulation of evidence, the sheer weight of her argument’

—— Sophie McBain , New Statesman

Caroline Criado Perez brilliantly exposes the appalling gender bias that underpins the collection of data and how it’s used. From medical treatments that fail to take female biology into account, to car safety features that are designed for the male body, women are the invisible 51%. This deeply researched and passionate book is the most important contribution to gender equality in years.

—— Amanda Foreman

In Invisible Women…Caroline Criado Perez expounds the far-reaching consequences of the “default male” mode… She urges a realignment of priorities… [a] call to action

—— Mia Levitin , Times Literary Supplement

Ending the biases she [Perez] exposes wouldn’t just reduce inequality; it would, in some cases, save actual lives

—— The Week, *Book of the Week*

Invisible Women is an essential handbook in the fight to build a more equal world. It’s based on enough data to satisfy even the fussiest scientist and will make you look at the world in a new light. However, the style is light enough that it doesn’t feel like hard work. Read it for yourself, then lend it to all your friends, of any gender

—— Chemistry World

Perez’s analysis is wide-ranging and compelling… one of the most powerful takeaways from Perez’s book is the extent to which so much of this [gendered] bias is unconscious, such that we are all infected by it. Feminism is the process of unlearning this, but it’s an ongoing process, for all of us

—— Conversation

An impeccably researched, determined and passionate demand for change

—— Sian Norris , Prospect

The depth and scope of this book will shock you… Invisible Women is an essential handbook in the fight to build a more equal world… Read it for yourself, then lend it to all your friends, of any gender

—— Philippa Matthews , Chemistry World

An extraordinary book

—— Anthony Reuben , Big Issue

One of the most compelling books I’ve read in years

—— Josie Cox , Independent

[An] astounding book

—— Dominic Browne , Highways

A strong case for change

—— Sarah Shaffi , Stylist

Invisible Women makes excellent points about how biased data are hidden and have pervasive negative impacts on the lives of women and girls

—— Margaret McCartney , Lancet

Criado Perez’s devastating indictment is a worthy bestseller

—— Guardain, *Summer Reads of 2019*

This book is a wake-up call for us all

—— Church Times, *Summer Reads of 2019*

Overwhelmingly powerful

—— Kistina Rapacki , Disegno

Few books this year are as important as activist Criado-Perez’s data crunch into the inequalities between men and women. She finds something to engage and enrage on every page

—— Sarah Hughes , i, *Best books of 2019*

A fascinating look at the gender biases affecting our everyday lives

—— Women's Running

This book is comprehensive, well researched and thoroughly referenced with copious endnotes… [it] made me…shift my perspective

—— Toni Sekinah , DataIQ

Thought-provoking, eye-opening

—— Iona Grey , Heat

Not only a gripping but an important book… It’s funny when it’s not horrifying, deeply researched and done with real verve

—— Sam Leith , Spectator, *Books of the Year*

Few books really change the way you look at the world. Invisible Women is one of those rarities

—— Robbie Millen , The Times, *Books of the Year*

What makes Invisible Women so compelling is the mountain of data she draws on… a brilliant exposé

—— Ian Sample , Guardian, *Books of the Year*

Every man should read this book… [Invisible Women] chats, in page after steely, meticulous page, precisely how the world…is designed around men, and how this puts women at an impossible disadvantage

—— James McConnachie , Sunday Times, *Books of the Year*

Funny, exasperating and anger-inducing, there is something for everyone

—— Eleanor Parsons , New Scientist

The essential book of the year, mayhap the decade

—— Marina Vaizey , Tablet, *Books of the Year*

A staggering expose of design prejudice and an impassioned call to action

—— List

Perez takes the truism that ours is a world designed for men and backs it with evidence. Impressively collating vast amounts of research

—— Prospect, *Books of the Year*

A must-read for men and women alike

—— Hannah Beckerman , Sunday Express

This calm, dispassionate, hilarious, entertaining, maddening, infuriating narrative is a highly readable manifesto for real change

—— Marina Vaizey , The Arts Desk, *Books of the Year*

This well-researched book turns everything we accept as normal on its head…[Invisible Women] succeeds in making a powerful case for change in a non-preachy, educative style… It is not entertainment; it is a thesis – and a powerful one at that

—— Alison Herbert and Dr Phyl Hughes , Law Society Gazette

This incredibly well-researched and engaging book highlights how the lack of gender-focused data results in the needs of more than half of the population being ignored. The numerous examples cited by Criado-Perez – ranging from infrastructure to healthcare – are shocking and sobering… Invisible Women offers valuable insight into the transformative power of diversity and equality to drive better economic outcomes

—— Christie Guimond , Briefing

Such an insightful book and a good read for everyone

—— Julie Stewart , Business Times

Incredibly topical and relevant in a rapidly changing world, Criado Perez’s multi-award-winning exposé on data bias has seen her become an authority on modern day inequalities

—— Capacity

Invisible Women...is already a classic, but I can't recommend it enough

—— Sarah Pedersen , Times Higher Education

A powerful, insightful book

—— Tim Harford , Week

Compelling... revelatory... Criado Perez provides bountiful evidence of her thesis

—— Mariel McKone Leonard , London School of Economics

A huge eye-opener

—— Jojo de Noronha , Grocer

A witty, furious page-turner

—— Emma Donoghue , Week

Invisible Women is highly recommended to both men and women as an incredibly readable piece of journalism... Many of you will also find you cannot put down this passionate and informative book until you've finished it... illuminating and engaging

—— Platinum Business Magazine

Compelling

—— Dr Mariel McKone Leonard , London School of Economics

Filled with hair raising facts and figures, [Invisible Women] investigates the jarring matter of discrepancy and representation in our modern world... make no mistake, once you begin reading, it's hard to stop

—— Reilly Dufresne , Glasgow Guardian, *Christmas Gift Guide 2020*

A deeply important and useful book... Fast, funny, angry and vital... A proper game-changer.

—— Caitlin Moran , Foyles, *Author Picks for Christmas*

Criado Perez keeps the gobsmacking revelations flowing in a conversational manner, making the reader feel like she’s having lunch with a funny, knowledgeable and passionate friend

—— Science News
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