---
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title: "Naked Statistics: Stripping the Dread from the Data"
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---

# Naked Statistics: Stripping the Dread from the Data

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## Description

A New York Times bestseller "Brilliant, funny…the best math teacher you never had." ― San Francisco Chronicle Once considered tedious, the field of statistics is rapidly evolving into a discipline Hal Varian, chief economist at Google, has actually called "sexy." From batting averages and political polls to game shows and medical research, the real-world application of statistics continues to grow by leaps and bounds. How can we catch schools that cheat on standardized tests? How does Netflix know which movies you’ll like? What is causing the rising incidence of autism? As best-selling author Charles Wheelan shows us in Naked Statistics , the right data and a few well-chosen statistical tools can help us answer these questions and more. For those who slept through Stats 101, this book is a lifesaver. Wheelan strips away the arcane and technical details and focuses on the underlying intuition that drives statistical analysis. He clarifies key concepts such as inference, correlation, and regression analysis, reveals how biased or careless parties can manipulate or misrepresent data, and shows us how brilliant and creative researchers are exploiting the valuable data from natural experiments to tackle thorny questions. And in Wheelan’s trademark style, there’s not a dull page in sight. You’ll encounter clever Schlitz Beer marketers leveraging basic probability, an International Sausage Festival illuminating the tenets of the central limit theorem, and a head-scratching choice from the famous game show Let’s Make a Deal ―and you’ll come away with insights each time. With the wit, accessibility, and sheer fun that turned Naked Economics into a bestseller, Wheelan defies the odds yet again by bringing another essential, formerly unglamorous discipline to life.

Review: Wanna truly understand statistics? Start here. - This book serves such an incredibly important purpose in that it really explains the fundamentals of statistics in a way that can be appreciated and understood by the vast majority of reasonably educated laymen. Of course, that in itself begs the question: so what? What about statistics is so "important" that the average person should take notice? Well, for a lot of reasons that Mr. Wheelan explains so well its hard to add anything to it, but I'll give one brief attempt for those of you bothering to read the review: At its core, statistics is about organizing data in a meaningful way such that we can draw accurate conclusions about our environment...in other words, statistics can help us make sense of the world around us in a very meaningful and practical way. Statistics is really just a mathematically formalized form of what our brains do intuitively, and without that core concept of filtering and making sense of the information we're exposed to we would all be paralyzed - unable to make associations, draw conclusions, or derive any meaning from our environment. Learning would be impossible, life would be meaningless, and existence and survival itself would be impossible. Statistics takes that core function and focuses it in very particular ways, which if done correctly, can yield amazing results that add worthwhile knowledge and positivity to life. To quote the book, "Statistics is the most powerful tool we have for using information to some meaningful end." Further, if that description doesn't at least somewhat tempt you how about this: Even if you don't care about statistics, those that have enormous influence on your life and happiness (e.g. businesses, politicians, government organizations, media, and everybody else that has a vested interested in influencing your mindset, perspectives, and behaviors) very much care about statistics and use them, for both good and ill, to "help" you see and do things a certain way. Knowledge of statistics can help transform you from "propagandized" to "informed". This is one of my favorite aspects of the book, that is, the author acknowledges and recognizes the danger of inappropriately used statistics; he even conceived the book as an homage to How to Lie with Statistics: 1st (First) Edition , and as he very correctly points out right in the introduction of the book, "Statistics is like a high-caliber weapon: helpful when used correctly and potentially disastrous in the wrong hands." Amazingly, this book is a fun and enjoyable read. No seriously. Mr. Wheelan exposes himself as a fantastic teacher, bringing an enthusiasm and energy to the subject coupled with a gift of explaining ideas and concepts in a way that most (not just "stat people") can understand and appreciate. Although this isn't a "textbook" per se, I think it remains relevant for the whole spectrum of people from total "newbies" all the way to hard-core statistics researchers. Why? Fundamentals. The author explains the fundamentals in a clear concise way using practical, relevant, and familiar examples from our everyday lives. For those new to the subject you'll get an "intro to statistics" class from a very gifted Ivy-league professor that will give you a solid well-rooted realistic foundation that you can both apply to your everyday life as well as prepare you for higher level statistics courses if you so choose. For those already well-versed in statistics or professionals, it will reacquaint you with why what you do matters as well as provide you a wonderful way to explain to others why what you do matters. Personally, I'm somewhere in the middle in that I've had a reasonably high level statistics background (relative to the average college graduate, anyway) and as I read the book I kept thinking to myself, "Man, if only I had had this before taking my first stats course!" Outstanding book.
Review: Dreaded statistics revealed - How many times have you wondered how two different people looking at the same report managed to draw totally opposite conclusions? How many times have you looked at a set of data yourself and decided that the data must be wrong because it doesn't show what you "know" to be true? Well, I suspect that you aren't alone. I suspect that you also have an aversion to "doing the math" necessary to convince yourself that the data is actually correct. Wheelan claims that "Statistics is like a high-caliber weapon: helpful when used correctly and potentially disastrous in the wrong hands." This is an incredibly important topic as we move forward into our increasingly connected world where we are creating data at an accelerating rate. The data is only raw knowledge, how we analyze that data is what allows us to derive useful information to create actionable knowledge. The tools we use to analyze the data is, like it or not, statistics. Wheelan gives us an easy to follow and understand overview of statistics. Even if you didn't like math in school, you will find this book useful as well as insightful. Here's the rub. No matter how hard we try, when using descriptive statistics, we lose the detail in the data. We've "summarized" it and just like the summary of a good book, we will miss a lot of the nuance in the story. Neither this review nor the summary of data known as descriptive statistics is an exception to that rule. And because of that loss of fidelity, we will find as Wheelan puts its, "Smart and honest people will often disagree about what the data are trying to tell us." Wheelan includes many examples of how statistics is enlightening and infuriating. The examples are from everyday life and you are likely to recognize them; things like "Money Ball" and the "Wall Street failure." You will learn about correlation, basic probability, the Central Limit Theorem, Inferences, Polling, Regression Analysis and more. All without tears! So why should you be interested? Because the big questions will be answered by statistical analysis and you will want to know at least enough to not be "taken in" by those who would purposely try and confuse you or convert you to their views using statistics and data. Wheelan believes that there are five "large" questions that statistics will help us answer in the future. 1. What is the future of football? Will it die of concussions? 2. What (if anything) is causing the dramatic rise in the incidence of autism? 3. How can we identify and reward good teachers and schools? 4. What are the best tools for fighting global poverty? 5. Who gets to know what about you? Wheelan doesn't answer these questions. The data is still being collected and analyzed. What he has done, however, is set the reader on the right path to understanding the complexity of those questions and why there aren't any easy answers. He has given the reader at least a working knowledge of statistics so that we can decide for ourselves who is doing the best job of presenting the information and knowledge buried in ever expanding universe of dots for us to connect. The sub title of this excellent book is "Stripping the dread from the data." What I found is that now I know how to make sure that I strip the dread from the statistics which applies to the data. The dread is when the proper use of statistics on that data shows my cherished beliefs to be ill conceived!

## Technical Specifications

| Specification | Value |
|---------------|-------|
| Best Sellers Rank | #17,105 in Books ( See Top 100 in Books ) #3 in Probability & Statistics (Books) #4 in Business Statistics #9 in Statistics (Books) |
| Customer Reviews | 4.5 out of 5 stars 3,816 Reviews |

## Images

![Naked Statistics: Stripping the Dread from the Data - Image 1](https://m.media-amazon.com/images/I/51rHcg145LL.jpg)

## Customer Reviews

### ⭐⭐⭐⭐⭐ Wanna truly understand statistics? Start here.
*by G***N on September 28, 2013*

This book serves such an incredibly important purpose in that it really explains the fundamentals of statistics in a way that can be appreciated and understood by the vast majority of reasonably educated laymen. Of course, that in itself begs the question: so what? What about statistics is so "important" that the average person should take notice? Well, for a lot of reasons that Mr. Wheelan explains so well its hard to add anything to it, but I'll give one brief attempt for those of you bothering to read the review: At its core, statistics is about organizing data in a meaningful way such that we can draw accurate conclusions about our environment...in other words, statistics can help us make sense of the world around us in a very meaningful and practical way. Statistics is really just a mathematically formalized form of what our brains do intuitively, and without that core concept of filtering and making sense of the information we're exposed to we would all be paralyzed - unable to make associations, draw conclusions, or derive any meaning from our environment. Learning would be impossible, life would be meaningless, and existence and survival itself would be impossible. Statistics takes that core function and focuses it in very particular ways, which if done correctly, can yield amazing results that add worthwhile knowledge and positivity to life. To quote the book, "Statistics is the most powerful tool we have for using information to some meaningful end." Further, if that description doesn't at least somewhat tempt you how about this: Even if you don't care about statistics, those that have enormous influence on your life and happiness (e.g. businesses, politicians, government organizations, media, and everybody else that has a vested interested in influencing your mindset, perspectives, and behaviors) very much care about statistics and use them, for both good and ill, to "help" you see and do things a certain way. Knowledge of statistics can help transform you from "propagandized" to "informed". This is one of my favorite aspects of the book, that is, the author acknowledges and recognizes the danger of inappropriately used statistics; he even conceived the book as an homage to How to Lie with Statistics: 1st (First) Edition , and as he very correctly points out right in the introduction of the book, "Statistics is like a high-caliber weapon: helpful when used correctly and potentially disastrous in the wrong hands." Amazingly, this book is a fun and enjoyable read. No seriously. Mr. Wheelan exposes himself as a fantastic teacher, bringing an enthusiasm and energy to the subject coupled with a gift of explaining ideas and concepts in a way that most (not just "stat people") can understand and appreciate. Although this isn't a "textbook" per se, I think it remains relevant for the whole spectrum of people from total "newbies" all the way to hard-core statistics researchers. Why? Fundamentals. The author explains the fundamentals in a clear concise way using practical, relevant, and familiar examples from our everyday lives. For those new to the subject you'll get an "intro to statistics" class from a very gifted Ivy-league professor that will give you a solid well-rooted realistic foundation that you can both apply to your everyday life as well as prepare you for higher level statistics courses if you so choose. For those already well-versed in statistics or professionals, it will reacquaint you with why what you do matters as well as provide you a wonderful way to explain to others why what you do matters. Personally, I'm somewhere in the middle in that I've had a reasonably high level statistics background (relative to the average college graduate, anyway) and as I read the book I kept thinking to myself, "Man, if only I had had this before taking my first stats course!" Outstanding book.

### ⭐⭐⭐⭐ Dreaded statistics revealed
*by D***R on October 15, 2013*

How many times have you wondered how two different people looking at the same report managed to draw totally opposite conclusions? How many times have you looked at a set of data yourself and decided that the data must be wrong because it doesn't show what you "know" to be true? Well, I suspect that you aren't alone. I suspect that you also have an aversion to "doing the math" necessary to convince yourself that the data is actually correct. Wheelan claims that "Statistics is like a high-caliber weapon: helpful when used correctly and potentially disastrous in the wrong hands." This is an incredibly important topic as we move forward into our increasingly connected world where we are creating data at an accelerating rate. The data is only raw knowledge, how we analyze that data is what allows us to derive useful information to create actionable knowledge. The tools we use to analyze the data is, like it or not, statistics. Wheelan gives us an easy to follow and understand overview of statistics. Even if you didn't like math in school, you will find this book useful as well as insightful. Here's the rub. No matter how hard we try, when using descriptive statistics, we lose the detail in the data. We've "summarized" it and just like the summary of a good book, we will miss a lot of the nuance in the story. Neither this review nor the summary of data known as descriptive statistics is an exception to that rule. And because of that loss of fidelity, we will find as Wheelan puts its, "Smart and honest people will often disagree about what the data are trying to tell us." Wheelan includes many examples of how statistics is enlightening and infuriating. The examples are from everyday life and you are likely to recognize them; things like "Money Ball" and the "Wall Street failure." You will learn about correlation, basic probability, the Central Limit Theorem, Inferences, Polling, Regression Analysis and more. All without tears! So why should you be interested? Because the big questions will be answered by statistical analysis and you will want to know at least enough to not be "taken in" by those who would purposely try and confuse you or convert you to their views using statistics and data. Wheelan believes that there are five "large" questions that statistics will help us answer in the future. 1. What is the future of football? Will it die of concussions? 2. What (if anything) is causing the dramatic rise in the incidence of autism? 3. How can we identify and reward good teachers and schools? 4. What are the best tools for fighting global poverty? 5. Who gets to know what about you? Wheelan doesn't answer these questions. The data is still being collected and analyzed. What he has done, however, is set the reader on the right path to understanding the complexity of those questions and why there aren't any easy answers. He has given the reader at least a working knowledge of statistics so that we can decide for ourselves who is doing the best job of presenting the information and knowledge buried in ever expanding universe of dots for us to connect. The sub title of this excellent book is "Stripping the dread from the data." What I found is that now I know how to make sure that I strip the dread from the statistics which applies to the data. The dread is when the proper use of statistics on that data shows my cherished beliefs to be ill conceived!

### ⭐⭐⭐⭐⭐ Simplified and Humorous
*by E***G on November 25, 2016*

Naked Statistics is very well done. This book gives you an entry look into the world of statistics. If you have ever been curious about how statistics work, and never took a class, this book would be good for you. Charles Wheelan talks about what statistics does and what it looks at, but doesn’t get in to how it works. He really simplifies the topic to make it easy for anyone to understand. The book is written from a perspective that the audience hates statistics and has never wanted to look into it at all. Wheelan does a great job in addressing that, and he tries to make the process less painful. His examples are off the wall and make reading the book entertaining. This book doesn’t really teach you statistics, but tries to peak your curiosity, so you do continue on your learning journey. He doesn’t go into all of the pesky details of why the math works, but he does have appendixes and sources of where he gathers all of his sources for each section of statistics he goes over. I really liked how Wheelan explained how different groups can mess with data depending on how it is interpreted or how people can skew the methodology to produce certain results. He has a great explanation of how people lie with statistics or distort confidence in results.

## Frequently Bought Together

- Naked Statistics: Stripping the Dread from the Data
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*Last updated: 2026-05-22*