Book picks similar to
Stat-Spotting: A Field Guide to Identifying Dubious Data by Joel Best
non-fiction
statistics
economics
work
The Working Poor: Invisible in America
David K. Shipler - 2004
Shipler makes clear in this powerful, humane study, the invisible poor are engaged in the activity most respected in American ideology—hard, honest work. But their version of the American Dream is a nightmare: low-paying, dead-end jobs; the profound failure of government to improve upon decaying housing, health care, and education; the failure of families to break the patterns of child abuse and substance abuse. Shipler exposes the interlocking problems by taking us into the sorrowful, infuriating, courageous lives of the poor—white and black, Asian and Latino, citizens and immigrants. We encounter them every day, for they do jobs essential to the American economy.We meet drifting farmworkers in North Carolina, exploited garment workers in New Hampshire, illegal immigrants trapped in the steaming kitchens of Los Angeles restaurants, addicts who struggle into productive work from the cruel streets of the nation's capital—each life another aspect of a confounding, far-reaching urgent national crisis. And unlike mostworks on poverty, this one delves into the calculations of some employers as well—their razor-thin profits, their anxieties about competition from abroad, their frustrations in finding qualified workers.This impassioned book not only dissects the problems, but makes pointed, informed recommendations for change. It is a book that stands to make a difference.
Even You Can Learn Statistics: A Guide for Everyone Who Has Ever Been Afraid of Statistics
David M. Levine - 2004
Each technique is introduced with a simple, jargon-free explanation, practical examples, and hands-on guidance for solving real problems with Excel or a TI-83/84 series calculator, including Plus models. Hate math? No sweat. You'll be amazed how little you need! For those who do have an interest in mathematics, optional "Equation Blackboard" sections review the equations that provide the foundations for important concepts. David M. Levine is a much-honored innovator in statistics education. He is Professor Emeritus of Statistics and Computer Information Systems at Bernard M. Baruch College (CUNY), and co-author of several best-selling books, including Statistics for Managers using Microsoft Excel, Basic Business Statistics, Quality Management, and Six Sigma for Green Belts and Champions. Instructional designer David F. Stephan pioneered the classroom use of personal computers, and is a leader in making Excel more accessible to statistics students. He has co-authored several textbooks with David M. Levine. Here's just some of what you'll learn how to do... Use statistics in your everyday work or study Perform common statistical tasks using a Texas Instruments statistical calculator or Microsoft Excel Build and interpret statistical charts and tables "Test Yourself" at the end of each chapter to review the concepts and methods that you learned in the chapter Work with mean, median, mode, standard deviation, Z scores, skewness, and other descriptive statistics Use probability and probability distributions Work with sampling distributions and confidence intervals Test hypotheses and decision-making risks with Z, t, Chi-Square, ANOVA, and other techniques Perform regression analysis and modeling The easy, practical introduction to statistics--for everyone! Thought you couldn't learn statistics? Think again. You can--and you will!
The Numerati
Stephen Baker - 2008
Now, in one of the greatest undertakings of the twenty-first century, a savvy group of mathematicians and computer scientists is beginning to sift through this data to dissect us and map out our next steps. Their goal? To manipulate our behavior -- what we buy, how we vote -- without our even realizing it.In this tour de force of original reporting and analysis, journalist Stephen Baker provides us with a fascinating guide to the world we're all entering -- and to the people controlling that world. The Numerati have infiltrated every realm of human affairs, profiling us as workers, shoppers, patients, voters, potential terrorists -- and lovers. The implications are vast. Our privacy evaporates. Our bosses can monitor and measure our every move (then reward or punish us). Politicians can find the swing voters among us, by plunking us all into new political groupings with names like "Hearth Keepers" and "Crossing Guards." It can sound scary. But the Numerati can also work on our behalf, diagnosing an illness before we're aware of the symptoms, or even helping us find our soul mate. Surprising, enlightening, and deeply relevant, The Numerati shows how a powerful new endeavor -- the mathematical modeling of humanity -- will transform every aspect of our lives. STEPHEN BAKER has written for BusinessWeek for over twenty years, covering Mexico and Latin America, the Rust Belt, European technology, and a host of other topics, including blogs, math, and nanotechnology. But he's always considered himself a foreign correspondent. This, he says, was especially useful as he met the Numerati. "While I came from the world of words, they inhabited the symbolic realms of math and computer science. This was foreign to me. My reporting became an anthropological mission." Baker has written for many publications, including the Wall Street Journal, the Los Angeles Times, and the Boston Globe. He won an Overseas Press Club Award for his portrait of the rising Mexican auto industry. He is the coauthor of blogspotting.net, featured by the New York Times as one of fifty blogs to watch.
Suspicious Minds: Why We Believe Conspiracy Theories
Rob Brotherton - 2015
We're all conspiracy theorists--some of us just hide it better than others.Conspiracy theorists aren't just a handful of people who wear tin-foil hats and have bizarre ideas about shape-shifting reptilian aliens. Conspiracy theories are as likely to appeal to women as to men, college students as to retired professors, middle-class bloggers as to blue-collar workers.Psychological research sheds light on why some people are more drawn to conspiracy thinking, especially when they feel discontented, distrustful, and desire privileged knowledge. But ultimately we are all natural-born conspiracy theorists. Our brains are wired to see patterns and to weave unrelated data points into complex stories. We instinctively see events in the world in terms of human motives and intentions, leading us to discount the role of chance and unintended consequences, and we look for some hidden hand behind catastrophic events. These psychological quirks can lead us to suspect a conspiracy where none exists.Conspiracy theories have existed throughout history, from ancient Athens and Rome to present day theories about 9/11 and who shot JFK. Suspicious Minds explores the phenomenon and reveals the important consequences conspiracy theories can have--from discouraging parents from vaccinating their children against deadly diseases to hampering political policies to combat climate change.
Risk Savvy: How to Make Good Decisions
Gerd Gigerenzer - 2013
But as risk expert Gerd Gigerenzer shows, the surprising truth is that in the real world, we often get better results by using simple rules and considering less information. In Risk Savvy, Gigerenzer reveals that most of us, including doctors, lawyers, financial advisers, and elected officials, misunderstand statistics much more often than we think, leaving us not only misinformed, but vulnerable to exploitation. Yet there is hope. Anyone can learn to make better decisions for their health, finances, family, and business without needing to consult an expert or a super computer, and Gigerenzer shows us how.Risk Savvy is an insightful and easy-to-understand remedy to our collective information overload and an essential guide to making smart, confident decisions in the face of uncertainty.
The Cluetrain Manifesto
Rick Levine - 2000
A rich tapestry of anecdotes, object lessons, parodies, insights, and predictions, The Cluetrain Manifesto illustrates how the Internet has radically reframed the seemingly immutable laws of business--and what business needs to know to weather the seismic aftershocks.
Left Turn: How Liberal Media Bias Distorts the American Mind
Tim Groseclose - 2011
Tim Groseclose, a professor of political science and economics at UCLA, has spent years constructing precise, quantitative measures of the slant of media outlets. He does this by measuring the political content of news, as a way to measure the PQ, or "political quotient" of voters and politicians.Among his conclusions are: (i) all mainstream media outlets have a liberal bias; and (ii) while some supposedly conservative outlets--such the Washington Times or Fox News' Special Report--do lean right, their conservative bias is less than the liberal bias of most mainstream outlets.Groseclose contends that the general leftward bias of the media has shifted the PQ of the average American by about 20 points, on a scale of 100, the difference between the current political views of the average American, and the political views of the average resident of Orange County, California or Salt Lake County, Utah. With Left Turn readers can easily calculate their own PQ--to decide for themselves if the bias exists. This timely, much-needed study brings fact to this often overheated debate.
The Educated Imagination
Northrop Frye - 1963
Dr. Frye offers, in addition, challenging and stimulating ideas for the teaching of literature at lower school levels, designed both to promote an early interest and to lead the student to the knowledge and kaleidoscopic experience found in the study of literature.Dr. Frye's proposals for the teaching of literature include an early emphasis on poetry, the "central and original literary form," intensive study of the Bible, as literature, and the Greek and Latin classics, as these embody all the great enduring themes of western man, and study of the great literary forms: tragedy and comedy, romance and irony.
R for Everyone: Advanced Analytics and Graphics
Jared P. Lander - 2013
R has traditionally been difficult for non-statisticians to learn, and most R books assume far too much knowledge to be of help. R for Everyone is the solution. Drawing on his unsurpassed experience teaching new users, professional data scientist Jared P. Lander has written the perfect tutorial for anyone new to statistical programming and modeling. Organized to make learning easy and intuitive, this guide focuses on the 20 percent of R functionality you'll need to accomplish 80 percent of modern data tasks. Lander's self-contained chapters start with the absolute basics, offering extensive hands-on practice and sample code. You'll download and install R; navigate and use the R environment; master basic program control, data import, and manipulation; and walk through several essential tests. Then, building on this foundation, you'll construct several complete models, both linear and nonlinear, and use some data mining techniques. By the time you're done, you won't just know how to write R programs, you'll be ready to tackle the statistical problems you care about most. COVERAGE INCLUDES - Exploring R, RStudio, and R packages - Using R for math: variable types, vectors, calling functions, and more - Exploiting data structures, including data.frames, matrices, and lists - Creating attractive, intuitive statistical graphics - Writing user-defined functions - Controlling program flow with if, ifelse, and complex checks - Improving program efficiency with group manipulations - Combining and reshaping multiple datasets - Manipulating strings using R's facilities and regular expressions - Creating normal, binomial, and Poisson probability distributions - Programming basic statistics: mean, standard deviation, and t-tests - Building linear, generalized linear, and nonlinear models - Assessing the quality of models and variable selection - Preventing overfitting, using the Elastic Net and Bayesian methods - Analyzing univariate and multivariate time series data - Grouping data via K-means and hierarchical clustering - Preparing reports, slideshows, and web pages with knitr - Building reusable R packages with devtools and Rcpp - Getting involved with the R global community
A Theory of Justice
John Rawls - 1971
The author has now revised the original edition to clear up a number of difficulties he and others have found in the original book.Rawls aims to express an essential part of the common core of the democratic tradition - justice as fairness - and to provide an alternative to utilitarianism, which had dominated the Anglo-Saxon tradition of political thought since the nineteenth century. Rawls substitutes the ideal of the social contract as a more satisfactory account of the basic rights and liberties of citizens as free and equal persons. "Each person," writes Rawls, "possesses an inviolability founded on justice that even the welfare of society as a whole cannot override." Advancing the ideas of Rousseau, Kant, Emerson, and Lincoln, Rawls's theory is as powerful today as it was when first published.
White Working Class: Overcoming Class Cluelessness in America
Joan C. Williams - 2017
Meanwhile, the professional elite—journalists, managers, and establishment politicians—is on the outside looking in, and left to argue over the reasons why. In White Working Class, Joan C. Williams, described as “something approaching rock star status” in her field by the New York Times, explains why so much of the elite’s analysis of the white working class is misguided, rooted in assumptions by what she has controversially coined “class cluelessness.”Williams explains how most analysts, and the corresponding media coverage, have conflated “working class” with “poor.” All too often, white working class motivations have been dismissed as simply racism or xenophobia. Williams explains how the term “working class” has been misapplied—it is, in fact, the elusive, purportedly disappearing middle class. This demographic often resents both the poor and the professionals. They don’t, however, tend to resent the truly rich, nor are they particularly bothered by income inequality. Their dream is not to join the upper middle class, with its different culture, but to stay true to their own values in their own communities—just with more money.White Working Class is a blunt, bracing narrative that sketches a nuanced portrait of millions of people throughout the world who have proven to be a potent political force. For anyone stunned by the rise in populist, nationalist movements, wondering why so many would seemingly vote against their own economic interests or simply feeling like a stranger in their own country, White Working Class will be a convincing primer on how to connect with a crucial set of workers—and voters.
Design and Analysis of Experiments
Douglas C. Montgomery - 1976
Douglas Montgomery arms readers with the most effective approach for learning how to design, conduct, and analyze experiments that optimize performance in products and processes. He shows how to use statistically designed experiments to obtain information for characterization and optimization of systems, improve manufacturing processes, and design and develop new processes and products. You will also learn how to evaluate material alternatives in product design, improve the field performance, reliability, and manufacturing aspects of products, and conduct experiments effectively and efficiently. Discover how to improve the quality and efficiency of working systems with this highly-acclaimed book. This 6th Edition: Places a strong focus on the use of the computer, providing output from two software products: Minitab and DesignExpert. Presents timely, new examples as well as expanded coverage on adding runs to a fractional factorial to de-alias effects. Includes detailed discussions on how computers are currently used in the analysis and design of experiments. Offers new material on a number of important topics, including follow-up experimentation and split-plot design. Focuses even more sharply on factorial and fractional factorial design.
Mindstorms: Children, Computers, And Powerful Ideas
Seymour Papert - 1980
We have Mindstorms to thank for that. In this book, pioneering computer scientist Seymour Papert uses the invention of LOGO, the first child-friendly programming language, to make the case for the value of teaching children with computers. Papert argues that children are more than capable of mastering computers, and that teaching computational processes like de-bugging in the classroom can change the way we learn everything else. He also shows that schools saturated with technology can actually improve socialization and interaction among students and between students and teachers.
Doing Bayesian Data Analysis: A Tutorial Introduction with R and BUGS
John K. Kruschke - 2010
Included are step-by-step instructions on how to carry out Bayesian data analyses.Download Link : readbux.com/download?i=0124058884 0124058884 Doing Bayesian Data Analysis: A Tutorial with R, JAGS, and Stan PDF by John Kruschke
Media Control: The Spectacular Achievements of Propaganda
Noam Chomsky - 1995
According to Chomsky, "propaganda is to democracy as the bludgeon is to a totalitarian state," and the mass media is the primary vehicle for delivering propaganda in the United States. From an examination of how Woodrow Wilson’s Creel Commission "succeeded, within six months, in turning a pacifist population into a hysterical, war-mongering population," to Bush Sr.'s war on Iraq, Chomsky examines how the mass media and public relations industries have been used as propaganda to generate public support for going to war. Chomsky further touches on how the modern public relations industry has been influenced by Walter Lippmann’s theory of "spectator democracy," in which the public is seen as a "bewildered herd" that needs to be directed, not empowered; and how the public relations industry in the United States focuses on "controlling the public mind," and not on informing it. Media Control is an invaluable primer on the secret workings of disinformation in democratic societies.From the Audiobook Download edition.