Book picks similar to
Understanding Psychology as a Science: An Introduction to Scientific and Statistical Inference by Zoltan Dienes
psychology
non-fiction
science
philosophy
The Red Queen: Sex and the Evolution of Human Nature
Matt Ridley - 1993
The Red Queen answers dozens of other riddles of human nature and culture -- including why men propose marriage, the method behind our maddening notions of beauty, and the disquieting fact that a woman is more likely to conceive a child by an adulterous lover than by her husband. Brilliantly written, The Red Queen offers an extraordinary new way of interpreting the human condition and how it has evolved.
How Pleasure Works: The New Science of Why We Like What We Like
Paul Bloom - 2010
The average American spends over four hours a day watching television. Abstract art can sell for millions of dollars. Young children enjoy playing with imaginary friends and can be comforted by security blankets. People slow their cars to look at gory accidents, and go to movies that make them cry. In this fascinating and witty account, Paul Bloom examines the science behind these curious desires, attractions, and tastes, covering everything from the animal instincts of sex and food to the uniquely human taste for art, music, and stories. Drawing on insights from child development, philosophy, neuroscience, and behavioral economics, How Pleasure Works shows how certain universal habits of the human mind explain what we like and why we like it.
Thinking in Bets: Making Smarter Decisions When You Don't Have All the Facts
Annie Duke - 2018
The pass was intercepted and the Seahawks lost. Critics called it the dumbest play in history. But was the call really that bad? Or did Carroll actually make a great move that was ruined by bad luck?Even the best decision doesn't yield the best outcome every time. There's always an element of luck that you can't control, and there is always information that is hidden from view. So the key to long-term success (and avoiding worrying yourself to death) is to think in bets: How sure am I? What are the possible ways things could turn out? What decision has the highest odds of success? Did I land in the unlucky 10% on the strategy that works 90% of the time? Or is my success attributable to dumb luck rather than great decision making?Annie Duke, a former World Series of Poker champion turned business consultant, draws on examples from business, sports, politics, and (of course) poker to share tools anyone can use to embrace uncertainty and make better decisions. For most people, it's difficult to say "I'm not sure" in a world that values and, even, rewards the appearance of certainty. But professional poker players are comfortable with the fact that great decisions don't always lead to great outcomes and bad decisions don't always lead to bad outcomes.By shifting your thinking from a need for certainty to a goal of accurately assessing what you know and what you don't, you'll be less vulnerable to reactive emotions, knee-jerk biases, and destructive habits in your decision making. You'll become more confident, calm, compassionate and successful in the long run.
Nudge: Improving Decisions About Health, Wealth, and Happiness
Richard H. Thaler - 2008
Thaler, and Cass R. Sunstein: a revelatory look at how we make decisionsNew York Times bestsellerNamed a Best Book of the Year by The Economist and the Financial Times Every day we make choices—about what to buy or eat, about financial investments or our children’s health and education, even about the causes we champion or the planet itself. Unfortunately, we often choose poorly. Nudge is about how we make these choices and how we can make better ones. Using dozens of eye-opening examples and drawing on decades of behavioral science research, Nobel Prize winner Richard H. Thaler and Harvard Law School professor Cass R. Sunstein show that no choice is ever presented to us in a neutral way, and that we are all susceptible to biases that can lead us to make bad decisions. But by knowing how people think, we can use sensible “choice architecture” to nudge people toward the best decisions for ourselves, our families, and our society, without restricting our freedom of choice.
Utopia for Realists: How We Can Build the Ideal World
Rutger Bregman - 2014
A 15-hour workweek. Open borders. Does it sound too good to be true? One of Europe's leading young thinkers shows how we can build an ideal world today. "A more politically radical Malcolm Gladwell."—The New York Times After working all day at jobs we often dislike, we buy things we don't need. Rutger Bregman, a Dutch historian, reminds us it needn't be this way—and in some places it isn't. Rutger Bregman's TED Talk about universal basic income seemed impossibly radical when he delivered it in 2014. A quarter of a million views later, the subject of that video is being seriously considered by leading economists and government leaders the world over. It's just one of the many utopian ideas that Bregman proves is possible today. Utopia for Realists is one of those rare books that takes you by surprise and challenges what you think can happen. From a Canadian city that once completely eradicated poverty, to Richard Nixon's near implementation of a basic income for millions of Americans, Bregman takes us on a journey through history, and beyond the traditional left-right divides, as he champions ideas whose time have come. Every progressive milestone of civilization—from the end of slavery to the beginning of democracy—was once considered a utopian fantasy. Bregman's book, both challenging and bracing, demonstrates that new utopian ideas, like the elimination of poverty and the creation of the fifteen-hour workweek, can become a reality in our lifetime. Being unrealistic and unreasonable can in fact make the impossible inevitable, and it is the only way to build the ideal world.
Machine Learning with R
Brett Lantz - 2014
This practical guide that covers all of the need to know topics in a very systematic way. For each machine learning approach, each step in the process is detailed, from preparing the data for analysis to evaluating the results. These steps will build the knowledge you need to apply them to your own data science tasks.Intended for those who want to learn how to use R's machine learning capabilities and gain insight from your data. Perhaps you already know a bit about machine learning, but have never used R; or perhaps you know a little R but are new to machine learning. In either case, this book will get you up and running quickly. It would be helpful to have a bit of familiarity with basic programming concepts, but no prior experience is required.
Cows, Pigs, Wars, and Witches: The Riddles of Culture
Marvin Harris - 1974
The author shows that no matter how bizarre a people's behavior may seem, it always stems from concrete social and economic conditions. It is by isolating and identifying these conditions that we will be able to understand and cope with some of our own apparently senseless life styles. In a devastating attack on the shamans of the counterculture, the author states the case for a return to objective consciousness and a rational set of political commitments.
When the Body Says No: The Cost of Hidden Stress
Gabor Maté - 2003
With great compassion and erudition, Gabor Maté demystifies medical science and, as he did in Scattered Minds, invites us all to be our own health advocates.
The Price of Inequality: How Today's Divided Society Endangers Our Future
Joseph E. Stiglitz - 2012
While market forces play a role in this stark picture, politics has shaped those market forces. In this best-selling book, Nobel Prize–winning economist Joseph E. Stiglitz exposes the efforts of well-heeled interests to compound their wealth in ways that have stifled true, dynamic capitalism. Along the way he examines the effect of inequality on our economy, our democracy, and our system of justice. Stiglitz explains how inequality affects and is affected by every aspect of national policy, and with characteristic insight he offers a vision for a more just and prosperous future, supported by a concrete program to achieve that vision.
The Secret Lives of Introverts: Inside Our Hidden World
Jenn Granneman - 2017
Drawing from scientific research, in-depth interviews with experts and other introverts, and her personal story, Granneman reveals the clockwork behind the introvert’s mind—and why so many people get it wrong initially.Whether you are a bona fide introvert, an extrovert anxious to learn how we tick, or a curious ambivert, these revelations will answer the questions you’ve always had:• What’s going on when introverts go quiet?• What do introvert lovers need to flourish in a relationship?• How can introverts find their own brand of fulfillment in the workplace?• Do introverts really have a lot to say—and how do we draw it out?• How can introverts mine their rich inner worlds of creativity and insight?• Why might introverts party on a Friday night but stay home alone all Saturday?• How can introverts speak out to defend their needs?With other myths debunked and truths revealed, The Secret Lives of Introverts is an empowering manifesto that guides you toward owning your introversion by working with your nature, rather than against it, in a world where you deserve to be heard.
Amusing Ourselves to Death: Public Discourse in the Age of Show Business
Neil Postman - 1985
In this eloquent, persuasive book, Neil Postman alerts us to the real and present dangers of this state of affairs, and offers compelling suggestions as to how to withstand the media onslaught. Before we hand over politics, education, religion, and journalism to the show business demands of the television age, we must recognize the ways in which the media shape our lives and the ways we can, in turn, shape them to serve out highest goals.
On Becoming a Person: A Therapist's View of Psychotherapy
Carl R. Rogers - 1961
A new introduction by Peter Kramer sheds light on the significance of Dr. Rogers's work today. New discoveries in the field of psychopharmacology, especially that of the antidepressant Prozac, have spawned a quick-fix drug revolution that has obscured the psychotherapeutic relationship. As the pendulum slowly swings back toward an appreciation of the therapeutic encounter, Dr. Rogers's "client-centered therapy" becomes particularly timely and important.
Deep Learning with Python
François Chollet - 2017
It is the technology behind photo tagging systems at Facebook and Google, self-driving cars, speech recognition systems on your smartphone, and much more.In particular, Deep learning excels at solving machine perception problems: understanding the content of image data, video data, or sound data. Here's a simple example: say you have a large collection of images, and that you want tags associated with each image, for example, "dog," "cat," etc. Deep learning can allow you to create a system that understands how to map such tags to images, learning only from examples. This system can then be applied to new images, automating the task of photo tagging. A deep learning model only has to be fed examples of a task to start generating useful results on new data.
Naked Statistics: Stripping the Dread from the Data
Charles Wheelan - 2012
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.
Statistical Inference
George Casella - 2001
Starting from the basics of probability, the authors develop the theory of statistical inference using techniques, definitions, and concepts that are statistical and are natural extensions and consequences of previous concepts. This book can be used for readers who have a solid mathematics background. It can also be used in a way that stresses the more practical uses of statistical theory, being more concerned with understanding basic statistical concepts and deriving reasonable statistical procedures for a variety of situations, and less concerned with formal optimality investigations.