Superforecasting: The Art and Science of Prediction


Philip E. Tetlock - 2015
    Unfortunately, people tend to be terrible forecasters. As Wharton professor Philip Tetlock showed in a landmark 2005 study, even experts’ predictions are only slightly better than chance. However, an important and underreported conclusion of that study was that some experts do have real foresight, and Tetlock has spent the past decade trying to figure out why. What makes some people so good? And can this talent be taught?   In Superforecasting, Tetlock and coauthor Dan Gardner offer a masterwork on prediction, drawing on decades of research and the results of a massive, government-funded forecasting tournament. The Good Judgment Project involves tens of thousands of ordinary people—including a Brooklyn filmmaker, a retired pipe installer, and a former ballroom dancer—who set out to forecast global events. Some of the volunteers have turned out to be astonishingly good. They’ve beaten other benchmarks, competitors, and prediction markets. They’ve even beaten the collective judgment of intelligence analysts with access to classified information. They are "superforecasters."   In this groundbreaking and accessible book, Tetlock and Gardner show us how we can learn from this elite group. Weaving together stories of forecasting successes (the raid on Osama bin Laden’s compound) and failures (the Bay of Pigs) and interviews with a range of high-level decision makers, from David Petraeus to Robert Rubin, they show that good forecasting doesn’t require powerful computers or arcane methods. It involves gathering evidence from a variety of sources, thinking probabilistically, working in teams, keeping score, and being willing to admit error and change course. Superforecasting offers the first demonstrably effective way to improve our ability to predict the future—whether in business, finance, politics, international affairs, or daily life—and is destined to become a modern classic.

A Thousand Days of Wonder: A Scientist's Chronicle of His Daughter's Developing Mind


Charles Fernyhough - 2009
     Unlike any other time in our lives, we remember almost nothing from our first three years. As infants, not only are we like the proverbial blank slate, but our memories are like Teflon: nothing sticks. In this beautifully written memoir of his daughter's first three years, Charles Fernyhough combines his vivid observations with a synthesis of developmental theory, re-creating what that time, lost to the memory of adults, is like from a child's perspective. In "A Thousand Days of Wonder," Fernyhough, a psychologist and novelist, attempts to get inside his daughter Athena's head as she acquires all the faculties that make us human, including social skills, language, morality, and a sense of self. Written with a father's tenderness and a novelist's empathy and style, this unique book taps into a parent's wonder at the processes of psychological development. Funny, touching, and fascinating, "A Thousand Days of Wonder" will reveal the extraordinary journey into personhood that children make during the momentous first three years of life.

Winnicott


Adam Phillips - 1988
    W. Winnicott (1896-1971) is now regarded as one of the most influential contributors to psychoanalysis since Freud. In over forty years of clinical practice, he brought unprecedented skill and intuition to the psychoanalysis of children. This critical new work by Adam Phillips presents the best short introduction to the thought and practice of Winnicott that is currently available.Winnicott's work was devoted to the recognition and description of the good mother and the use of the mother-infant relationship as the model of psychoanalytic treatment. His belief in natural development became a covert critique of overinterpretative methods of psychoanalysis. He combined his idiosyncratic approach to psychoanalysis with a willingness to make his work available to nonspecialist audiences. In this book Winnicott takes his place with Melanie Klein and Jacques Lacan as one of the great innovators within the psychoanalytic tradition.

Young Offender


Michael Maisey - 2019
    . . a story of redemption' Tony ParsonsMichael Maisey was excited the day he was locked up in the notorious Feltham Young Offenders Institute. He was going to be a legend to all his mates. The sixteen year old was in for attempted murder. He was innocent of this particular crime but amongst the violent and dangerous young men on his wing he was about to learn exactly how far he’d go to survive.In Young Offender we see what turned a good kid into a wanted criminal. Abused by his uncle, bullied at school, at the age of twelve he found the safety he craved in the ranks of a local gang in West London. He graduated from shoplifting to armed robbery and for five years Michael was in and out of Feltham, on a downward spiral of crime and drug and alcohol addiction. At rock bottom, he began attending AA meetings. But the road to recovery would mean changing himself in the deepest possible ways. Could Michael finally learn what it meant to be a good man?Honest and inspiring, this is a powerful story of redemption. Today Michael is a successful businessman and a loving father who spends time helping others find their way.

The Myth of Mental Illness: Foundations of a Theory of Personal Conduct


Thomas Szasz - 1961
    "Bold and often brilliant.”—Science "It is no exaggeration to state that Szasz's work raises major social issues which deserve the attention of policy makers and indeed of all informed and socially conscious Americans...Quite probably he has done more than any other man to alert the American public to the potential dangers of an excessively psychiatrized society.”—Edwin M. Schur, Atlantic

Quantifying the User Experience: Practical Statistics for User Research


Jeff Sauro - 2012
    Many designers and researchers view usability and design as qualitative activities, which do not require attention to formulas and numbers. However, usability practitioners and user researchers are increasingly expected to quantify the benefits of their efforts. The impact of good and bad designs can be quantified in terms of conversions, completion rates, completion times, perceived satisfaction, recommendations, and sales.The book discusses ways to quantify user research; summarize data and compute margins of error; determine appropriate samples sizes; standardize usability questionnaires; and settle controversies in measurement and statistics. Each chapter concludes with a list of key points and references. Most chapters also include a set of problems and answers that enable readers to test their understanding of the material. This book is a valuable resource for those engaged in measuring the behavior and attitudes of people during their interaction with interfaces.

The Sciences of the Artificial


Herbert A. Simon - 1969
    There are updates throughout the book as well. These take into account important advances in cognitive psychology and the science of design while confirming and extending the book's basic thesis: that a physical symbol system has the necessary and sufficient means for intelligent action. The chapter "Economic Reality" has also been revised to reflect a change in emphasis in Simon's thinking about the respective roles of organizations and markets in economic systems."People sometimes ask me what they should read to find out about artificial intelligence. Herbert Simon's book The Sciences of the Artificial is always on the list I give them. Every page issues a challenge to conventional thinking, and the layman who digests it well will certainly understand what the field of artificial intelligence hopes to accomplish. I recommend it in the same spirit that I recommend Freud to people who ask about psychoanalysis, or Piaget to those who ask about child psychology: If you want to learn about a subject, start by reading its founding fathers." -- George A. Miller

Understanding Psychology as a Science: An Introduction to Scientific and Statistical Inference


Zoltan Dienes - 2008
    The book encourages a critical discussion of the different approaches and looks at some of the most important thinkers and their influence.

Statistics for People Who (Think They) Hate Statistics


Neil J. Salkind - 2000
    The book begins with an introduction to the language of statistics and then covers descriptive statistics and inferential statistics. Throughout, the author offers readers:- Difficulty Rating Index for each chapter′s material- Tips for doing and thinking about a statistical technique- Top tens for everything from the best ways to create a graph to the most effective techniques for data collection- Steps that break techniques down into a clear sequence of procedures- SPSS tips for executing each major statistical technique- Practice exercises at the end of each chapter, followed by worked out solutions.The book concludes with a statistical software sampler and a description of the best Internet sites for statistical information and data resources. Readers also have access to a website for downloading data that they can use to practice additional exercises from the book. Students and researchers will appreciate the book′s unhurried pace and thorough, friendly presentation.

Sex, Drugs and Chocolate


Paul R. Martin - 2009
    The author looks at changing attitudes to pleasure over the centuries, including religious and philosophical lawgiving on the subject, before moving on to the science of all this human frenzy.

Mind Hacks: Tips & Tools for Using Your Brain


Tom Stafford - 2004
    At any given time, the brain is collecting, filtering, and analyzing information and, in response, performing countless intricate processes, some of which are automatic, some voluntary, some conscious, and some unconscious.Cognitive neuroscience is one of the ways we have to understand the workings of our minds. It's the study of the brain biology behind our mental functions: a collection of methods--like brain scanning and computational modeling--combined with a way of looking at psychological phenomena and discovering where, why, and how the brain makes them happen.Want to know more? Mind Hacks is a collection of probes into the moment-by-moment works of the brain. Using cognitive neuroscience, these experiments, tricks, and tips related to vision, motor skills, attention, cognition, subliminal perception, and more throw light on how the human brain works. Each hack examines specific operations of the brain. By seeing how the brain responds, we pick up clues about the architecture and design of the brain, learning a little bit more about how the brain is put together.Mind Hacks begins your exploration of the mind with a look inside the brain itself, using hacks such as "Transcranial Magnetic Stimulation: Turn On and Off Bits of the Brain" and "Tour the Cortex and the Four Lobes." Also among the 100 hacks in this book, you'll find:Release Eye Fixations for Faster ReactionsSee Movement When All is StillFeel the Presence and Loss of AttentionDetect Sounds on the Margins of CertaintyMold Your Body SchemaTest Your HandednessSee a Person in Moving LightsMake Events Understandable as Cause-and-EffectBoost Memory by Using ContextUnderstand Detail and the Limits of AttentionSteven Johnson, author of "Mind Wide Open" writes in his foreword to the book, "These hacks amaze because they reveal the brain's hidden logic; they shed light on the cheats and shortcuts and latent assumptions our brains make about the world." If you want to know more about what's going on in your head, then Mind Hacks is the key--let yourself play with the interface between you and the world.

The Elements of Statistical Learning: Data Mining, Inference, and Prediction


Trevor Hastie - 2001
    With it has come vast amounts of data in a variety of fields such as medicine, biology, finance, and marketing. The challenge of understanding these data has led to the development of new tools in the field of statistics, and spawned new areas such as data mining, machine learning, and bioinformatics. Many of these tools have common underpinnings but are often expressed with different terminology. This book describes the important ideas in these areas in a common conceptual framework. While the approach is statistical, the emphasis is on concepts rather than mathematics. Many examples are given, with a liberal use of color graphics. It should be a valuable resource for statisticians and anyone interested in data mining in science or industry. The book's coverage is broad, from supervised learning (prediction) to unsupervised learning. The many topics include neural networks, support vector machines, classification trees and boosting—the first comprehensive treatment of this topic in any book. Trevor Hastie, Robert Tibshirani, and Jerome Friedman are professors of statistics at Stanford University. They are prominent researchers in this area: Hastie and Tibshirani developed generalized additive models and wrote a popular book of that title. Hastie wrote much of the statistical modeling software in S-PLUS and invented principal curves and surfaces. Tibshirani proposed the Lasso and is co-author of the very successful An Introduction to the Bootstrap. Friedman is the co-inventor of many data-mining tools including CART, MARS, and projection pursuit.

Beyond Freedom and Dignity


B.F. Skinner - 1971
    F. Skinner makes his definitive statement about humankind and society.Insisting that the problems of the world today can be solved only by dealing much more effectively with human behavior, Skinner argues that our traditional concepts of freedom and dignity must be sharply revised. They have played an important historical role in our struggle against many kinds of tyranny, he acknowledges, but they are now responsible for the futile defense of a presumed free and autonomous individual; they are perpetuating our use of punishment and blocking the development of more effective cultural practices. Basing his arguments on the massive results of the experimental analysis of behavior he pioneered, Skinner rejects traditional explanations of behavior in terms of states of mind, feelings, and other mental attributes in favor of explanations to be sought in the interaction between genetic endowment and personal history. He argues that instead of promoting freedom and dignity as personal attributes, we should direct our attention to the physical and social environments in which people live. It is the environment rather than humankind itself that must be changed if the traditional goals of the struggle for freedom and dignity are to be reached.Beyond Freedom and Dignity urges us to reexamine the ideals we have taken for granted and to consider the possibility of a radically behaviorist approach to human problems--one that has appeared to some incompatible with those ideals, but which envisions the building of a world in which humankind can attain its greatest possible achievements.

Gestalt Therapy Verbatim


Frederick Salomon Perls - 1968
    Originally published: Lafayette, CA: Real People Press, 1969.

Damned Lies and Statistics: Untangling Numbers from the Media, Politicians, and Activists


Joel Best - 1998
    But all too often, these numbers are wrong. This book is a lively guide to spotting bad statistics and learning to think critically about these influential numbers. Damned Lies and Statistics is essential reading for everyone who reads or listens to the news, for students, and for anyone who relies on statistical information to understand social problems.Joel Best bases his discussion on a wide assortment of intriguing contemporary issues that have garnered much recent media attention, including abortion, cyberporn, homelessness, the Million Man March, teen suicide, the U.S. census, and much more. Using examples from the New York Times, the Washington Post, and other major newspapers and television programs, he unravels many fascinating examples of the use, misuse, and abuse of statistical information.In this book Best shows us exactly how and why bad statistics emerge, spread, and come to shape policy debates. He recommends specific ways to detect bad statistics, and shows how to think more critically about "stat wars," or disputes over social statistics among various experts. Understanding this book does not require sophisticated mathematical knowledge; Best discusses the most basic and most easily understood forms of statistics, such as percentages, averages, and rates.This accessible book provides an alternative to either naively accepting the statistics we hear or cynically assuming that all numbers are meaningless. It shows how anyone can become a more intelligent, critical, and empowered consumer of the statistics that inundate both the social sciences and our media-saturated lives.