Super Crunchers and over one million other books are available for Amazon Kindle. Learn more

Buy New

or
Sign in to turn on 1-Click ordering.
or
Amazon Prime Free Trial required. Sign up when you check out. Learn More
Buy Used
Used - Good See details
$8.91 & eligible for FREE Super Saver Shipping on orders over $25. Details

or
Sign in to turn on 1-Click ordering.
 
   
Kindle Edition
 
   
Sell Back Your Copy
For a $1.25 Gift Card
Trade in
More Buying Choices
Have one to sell? Sell yours here
Super Crunchers: Why Thinking-By-Numbers is the New Way To Be Smart
 
 
Start reading Super Crunchers on your Kindle in under a minute.

Don't have a Kindle? Get your Kindle here, or download a FREE Kindle Reading App.

Super Crunchers: Why Thinking-By-Numbers is the New Way To Be Smart [Paperback]

Ian Ayres (Author)
3.5 out of 5 stars  See all reviews (111 customer reviews)

List Price: $16.00
Price: $10.88 & eligible for FREE Super Saver Shipping on orders over $25. Details
You Save: $5.12 (32%)
o o o o o o o o o o o o o o o o o o o o o o o o o o o o o o o o o o o o o o o o o o o o o o o o o o o o o o o o o o o o o o o o
In Stock.
Ships from and sold by Amazon.com. Gift-wrap available.
Want it delivered Monday, May 21? Choose One-Day Shipping at checkout. Details

Book Description

August 26, 2008
An international sensation—and still the talk of the relevant blogosphere—this Wall Street Journal and New York Times business bestseller examines the “power” in numbers. Today more than ever, number crunching affects your life in ways you might not even imagine. Intuition and experience are no longer enough to make the grade. In order to succeed—even survive—in our data-based world, you need to become statistically literate.

Cutting-edge organizations are already crunching increasingly larger databases to find the unseen connections among seemingly unconnected things to predict human behavior with staggeringly accurate results. From Internet sites like Google and Amazon that use filters to keep track of your tastes and your purchasing history, to insurance companies and government agencies that every day make decisions affecting your life, the brave new world of the super crunchers is happening right now. No one who wants to stay ahead of the curve should make another keystroke without reading Ian Ayres’s engrossing and enlightening book.

Frequently Bought Together

Customers buy this book with Applying Quality Management in Healthcare, Third Edition $92.63

Super Crunchers: Why Thinking-By-Numbers is the New Way To Be Smart + Applying Quality Management in Healthcare, Third Edition
Price For Both: $103.51

Show availability and shipping details

  • This item: Super Crunchers: Why Thinking-By-Numbers is the New Way To Be Smart

    In Stock.
    Ships from and sold by Amazon.com.
    Eligible for FREE Super Saver Shipping on orders over $25. Details

  • Applying Quality Management in Healthcare, Third Edition

    In Stock.
    Ships from and sold by Amazon.com.
    This item ships for FREE with Super Saver Shipping. Details



Editorial Reviews

From Publishers Weekly

Yale Law School professor and econometrician Ayres argues in this lively and enjoyable book that the recent creation of huge data sets allows knowledgeable individuals to make previously impossible predictions. He calls the data set analysts super crunchers and discusses the changes they're making to industries like medical diagnostics, air travel pricing, screenwriting and online dating services. Although Ayres presents both sides of this revolution, explaining how the corporate world tries to manipulate consumer behavior and telling consumers how to fight back, his real mission is to educate readers about the basics of statistics and hypothesis testing, spending most of his time in an edifying and entertaining discussion of the use of regression and randomization trials. He frequently asks whether statistical methods are more accurate than the more intuitive conclusions drawn by experts, and consistently concludes that they are. Ayres skillfully demonstrates the importance that statistical literacy can play in our lives, especially now that technology permits it to occur on a scale never before imagined. (Sept. 4)
Copyright © Reed Business Information, a division of Reed Elsevier Inc. All rights reserved. --This text refers to the Hardcover edition.

Review

"In the past, one could get by on intuition and experience. Times have changed. Today, the name of the game is data. Ian Ayres shows us how and why in this groundbreaking book Super Crunchers. Not only is it fun to read, it just may change the way you think."—Steven D. Levitt, author of Freakonomics

"Data-mining and statistical analysis have suddenly become cool.... Dissecting marketing, politics, and even sports, stuff this complex and important shouldn't be this much fun to read."—Wired

"[Ayres's] thesis is provocative: Complex statistical models could be used to market products more intelligently, craft better movies, and solve health-care problems—if only we could get past our statistics phobia."—Portfolio

"When statistics conflict with expert opinion, bet on statistics....Businesses, consumers, and governments are waking up to the power of analyzing enormous tracts of information."—Discover

"Super Crunchers shows that data-driven decisionmaking is not just revolutionizing baseball and business; it's changing the way that education policy, health care reimbursements, even tax regulations are crafted.  Super Crunching is truly reinventing government.  Politicians love to tout policy proposals, but they rarely come back and tell you which ones succeeded and which ones failed.  Data-driven policy making forces government to ask the bottom line question of 'What works.'  That's an approach we can all support."—John Podesta, President of the Center for American Progress

"A lively and yet rigorously careful account of the use of quantitative methods for analysis and decision-making.... Both social scientists and businessmen can profit from this book, while enjoying themselves in the process."—Dr. Kenneth Arrow, Nobel Prize winning economist, and Professor Emeritus at Stanford University

“Ayres’ point is that human beings put far too much faith in their intuition and would often be better off listening to the numbers.... The best stories in the book are about Ayres and other economists he knows, whether they are studying wine, the Supreme Court or jobless benefits.... Ayres himself is one of the [statistical] detectives. He has done fascinating research.”—The New York Times Book Review

"Ian Ayres [is] a law-and-economics guru."—Chronicle of Higher Education

“Lively and enjoyable.... Ayres skillfully demonstrates the importance that statistical literacy can play in our lives, especially now that technology permits it to occur on a scale never before imagined.... Edifying and entertaining."—Publishers Weekly

"Super Crunchers presents a convincing and disturbing vision of a future in which everyday decision-making is increasingly automated, and the role of human judgment restricted to providing input to formulae."—The Economist

"Insightful and delightful!" —Forbes



From the Hardcover edition.

Product Details

  • Paperback: 320 pages
  • Publisher: Bantam; Reprint edition (August 26, 2008)
  • Language: English
  • ISBN-10: 0553384732
  • ISBN-13: 978-0553384734
  • Product Dimensions: 5.2 x 0.7 x 8.2 inches
  • Shipping Weight: 5.6 ounces (View shipping rates and policies)
  • Average Customer Review: 3.5 out of 5 stars  See all reviews (111 customer reviews)
  • Amazon Best Sellers Rank: #22,784 in Books (See Top 100 in Books)

More About the Author

Ian Ayres is the William K. Townsend Professor at Yale Law School and the Yale School of Management, and is editor of the Journal of Law, Economics and Organization. In addition to his best-selling SuperCrunchers, Ayres has written for the New York Times, the Wall Street Journal, Financial Times, International Herald Tribune, and The New Republic. He lives in New Haven, Connecticut.Barry Nalebuff is Professor of Economics and Management at the Yale School of Management. His books include The Art of Strategy (an update of the best-selling Thinking Strategically) and Co-opetition. He is the author of fifty scholarly articles and has been an associate editor of five academic journals. He lives in New Haven, Connecticut.

Customer Reviews

Most Helpful Customer Reviews
223 of 247 people found the following review helpful
Format:Hardcover
Is it a new brand of cereal? Or maybe it's a granola bar, or a chunky peanut butter spread? Then again, could it be the latest infomercial exercise device designed to give you the six pack abs you've always dreamed of but know in your heart of hearts you'll never achieve? Actually, it's a book - the title a product of the very methods the book describes. Here's what SUPER CRUNCHERS says.

(1) Mathematical regression models generated from large datasets often generate better predictions than human experts, and they provide supporting information on the predictive weight and reliability of each explanatory variable.
(2) Well-crafted experiments using randomized trials and control groups provide good market research and behavioral analysis results.
(3) Technological advances - the Internet, massive data storage devices, rapid computation, broadband telecommunication - are making it possible to share more sources of information and create ever-larger databases for analysis.
(4) Today's companies engage in multiple forms of market research by creating and using large databases and large-scale randomized trials.
(5) Many phenomena conform to normal distributions in which 95% of the population will be found within two standard deviations of the mean, the5% balance generally divided evenly in the two tails.

That's it. I just saved you $25.00 U.S. and a half-dozen or more hours learning how a guy from Yale named Ian Ayres collected a bit of information about applied mathematical techniques that have been in practical use for decades, packaged them up, palmed them off as something new, and cooked up the ridiculous name Super Crunching to describe an ostensibly new technological development. Yet "Super Crunching" is nothing more than the author's marketing hype for a couple of standard mathematical methodologies, a creation of nothing from something. There's no new breakthrough here, no new paradigm.

Yes, the anecdotal information about the future prices of wine vintages, Capital One's teaser offerings, and evidence-based medical diagnosis are interesting (hence the two stars rating). The rest, however, is neither prescriptive nor sufficiently critically analytical. Should we go out shopping for a Super Cruncher tomorrow? Should we delight in the increased accuracy of data-driven modeling and prediction, or should we fear the implied manipulation of our desires and the incessant, single-minded drive toward maximum profit at the expense of creativity? Do we really want movies and books to be developed from mathematical models like Epagogix? Do we really want our every keystroke on the Internet to be fodder for market research that manipulates us in response? John Kenneth Galbraith, among others, warned of exogenous, manufactured demand decades ago.

SUPER CRUNCHERS is part business tome, part econometric paean, and part sociology book, but not fully any of the three. No matter how many time the author uses words like "cool" and "humongous" and "amazing," it's still regrettably a "No Sale" even for someone like me who enjoys reading about applied mathematics.
Was this review helpful to you?
222 of 269 people found the following review helpful
Disappointing October 6, 2007
Format:Hardcover
I read a blurb on this book in the Economist and bought it for that reason. When I read it however, it failed to deliver. It is similar to the Tom Peter's "Search of Excellence" type book with anecdotal stories with little substance. It is overgeneralized and overhypes the models it discusses. The models Ayres discusses are also NOT NEW. I personnally have been creating these types of system for nearly 30 years. What has changed over the years, of course, is greater accessibility of data and a greater capacity to process that data economically. But we still struggle with quality of data issues and appropriateness of model issues -- especially when the models begin to be used by people other than the model creators. The book glosses over this, only providing an example of how Choicepoint used a poor matching algorithm when eliminating felons from Florida's voting roles and even then the author minimizes the problem.

There is no discussion of how these models become abused when implemented as tools where the user of the tool has no knowledge of its limitations, when the model provides suboptimal solutions or what "outliers" are and how to deal with them (although you know immediately when you ARE the outlier and are trapped dealing with a company using a model designed for a population you don't belong to).

This leads us to becoming a nation of people who read off a screen and do what the computer says to do, while turning off our brain. Any wonder you can get outsourced in that scenario? But it must be right -- we Super Crunched it!
Was this review helpful to you?
80 of 97 people found the following review helpful
Format:Hardcover
"Super Crunchers" provides a very readable summary of what can be done to improve performance using the incredible volumes of data accumulated in business, government, health care, and education. Why now? One reason is that the massive amounts of data now available make randomization (essential to valid conclusions) much more achievable than in the past; the other is the low and continually falling costs of computers and storage media.

The bulk of Ayres' work consists of examples (names both companies and the software involved) within each of the sectors previously mentioned. Capital One has been running randomized tests since at least 1995 - tests include page layout, and type and size of offers. Google uses data analysis to fuel its web accelerator (uses your past browsing history to predict pages to be called up next), Wal-Mart's analysis of responses to various employment questions is used to rank potential employees, and Continental Airlines follows up on its own data to design follow-up programs for complaining fliers. Capital One's approach has also been used to evaluate various charity donation-matching programs, and could also be used to evaluate potential billboard and magazine ads. (Similarly, TiVo is now being used to evaluate various TV ads, using the same approach and measuring the relative frequency with which various ads are fast-forwarded through.)

"Offermatica" software not only automates randomization (format, type of offer) for a number of firms, it also analyzes the responses in real time, dramatically cutting the cost of experiments. Thus, no more waiting for hyper-controlled experiments in universities and laboratories that conclude, ALL OTHER THINGS BEING EQUAL (that never happens), eg. red is preferred to blue.

Randomized tests are also increasingly being used to evaluate various government programs, finding eg. that additional job location assistance more than paid for itself for those receiving unemployment benefits, guiding HeadStart programs to target those most likely to benefit.

"Super Crunchers'" health care examples were the most impressive. Don Berwick's "100,000 lives" campaign saved 122,342 lives in an 18 month period through persuading about 3,000 hospitals representing 75% of all beds to focus on six areas of improvement identified through data analyses. These included antiseptic placement of central line catheters in ICUs, elevating heads and washing the mouths of those on respirators, adoption of the latest heart attack treatments, and rapid response teams to patent beds.

Bottom Line: "Super Crunchers" is an exciting vision of what is already possible!
Was this review helpful to you?
Most Recent Customer Reviews
Very interesting content, entertaining read
As Ayres himself points out, the statistical techniques behind what he calls "super crunching" have been around for quite some time. Read more
Published 19 hours ago by Librum
Statistics Beats Intuition?
In Super Crunchers: Why Thinking-By-Numbers is the New Way to Be Smart (Bantam, 2007), Ian Ayres argues that new quantitative techniques are quickly surpassing traditional... Read more
Published 25 days ago by Andrew Szabo
Book
An excellent introdutory text about data mining. The author uses a non-technical language to present the history and applications of this tool. Read more
Published 2 months ago by Arieh Hamoui
Super Crunchers
Not only was Super Crunchers well written, but also the book changed how I view expert opinion. I only wish that I read this book back in 2007. I hope to see more from Ayers.
Published 8 months ago by Andre Barnes
Fascinating Read!
I found this to be a fascinating read. I knew about much of the data collection that was going on but did not really grasp the magnitude of the random trials that were going on all... Read more
Published 8 months ago by James M Eastham
Quite riveting!
Ayres provides a great look into the field of number crunching and how it can provide and is providing enormous results in a broad spectrum of fields where data exists. Read more
Published 9 months ago by Martha R. Hart
Good overall. An overworked phrase
And that phrase is-- you guessed it!-- "Super Crunchers." We understood it after the first 500 times he used it.

Good points:

1. Read more
Published 11 months ago by Lemas Mitchell
Inspiring book on "things to come"
Amount of data is increasing tremendously...
Payments data, health charts, web traffic...
What to do with that amount of raw data?
Here's your guide... Read more
Published 15 months ago by Atabarezz
Regression Analysis at its core
Ian Ayres demonstrates competition leaping advantages provided by effective data mining - he rarely goes beyond descriptions of regression analysis, but he shows how some companies... Read more
Published 16 months ago by Nick Dayton PhD
Interesting take on the case for numbers towards better decision...
I liked the historical aspects of this book the best. No question that using your "gut" (intuition) for decision making is an iffy proposition. Read more
Published 17 months ago by Jeff Bennett
Search Customer Reviews
Only search this product's reviews

Inside This Book (learn more)
Browse Sample Pages:
Front Cover | Table of Contents | First Pages | Index | Surprise Me!
Search Inside This Book:

What Other Items Do Customers Buy After Viewing This Item?


Tags Customers Associate with This Product

 (What's this?)
Click on a tag to find related items, discussions, and people.
 
(1)

Your tags: Add your first tag
 

Customer Discussions

This product's forum
Discussion Replies Latest Post
No discussions yet

Ask questions, Share opinions, Gain insight
Start a new discussion
Topic:
First post:
Prompts for sign-in
 


Active discussions in related forums
Search Customer Discussions
Search all Amazon discussions
   
Related forums


Listmania!


So You'd Like to...


Create a guide


Look for Similar Items by Category


Look for Similar Items by Subject