Book picks similar to
Discovering Statistics Using SPSS (Introducing Statistical Methods) by Andy Field
psychology
non-fiction
statistics
science
Here Comes Everybody: The Power of Organizing Without Organizations
Clay Shirky - 2008
'Here Comes Everybody' is an examination of how the spread of new forms of social interaction enabled by technology is changing the way humans form and exist within groups, with profound long-term economic and social effects, for good and for ill.
The Norton Anthology of English Literature, Volume 1: The Middle Ages through the Restoration & the Eighteenth Century
M.H. Abrams - 1962
Under the direction of Stephen Greenblatt, General Editor, the editors have reconsidered all aspects of the anthology to make it an even better teaching tool.
Generation Me: Why Today's Young Americans Are More Confident, Assertive, Entitled--and More Miserable Than Ever Before
Jean M. Twenge - 2006
In this provocative new book, headline-making psychologist and social commentator Dr. Jean Twenge explores why the young people she calls "Generation Me" -- those born in the 1970s, 1980s, and 1990s -- are tolerant, confident, open-minded, and ambitious but also cynical, depressed, lonely, and anxious.Herself a member of Generation Me, Dr. Twenge uses findings from the largest intergenerational research study ever conducted -- with data from 1.3 million respondents spanning six decades -- to reveal how profoundly different today's young adults are. Here are the often shocking truths about this generation, including dramatic differences in sexual behavior, as well as controversial predictions about what the future holds for them and society as a whole. Her often humorous, eyebrow-raising stories about real people vividly bring to life the hopes and dreams, disappointments and challenges of Generation Me.GenMe has created a profound shift in the American character, changing what it means to be an individual in today's society. The collision of this generation's entitled self-focus and today's competitive marketplace will create one of the most daunting challenges of the new century. Engaging, controversial, prescriptive, funny, "Generation Me" will give Boomers new insight into their offspring, and help those in their teens, 20s, and 30s finally make sense of themselves and their goals and find their road to happiness.
The Healing of America: A Global Quest for Better, Cheaper, and Fairer Health Care
T.R. Reid - 2009
R. Reid shows how all the other industrialized democracies have achieved something the United States can’t seem to do: provide health care for everybody at a reasonable cost. In his global quest to find a possible prescription, Reid visits wealthy, free market, industrialized democracies like our own—including France, Germany, Japan, the U.K., and Canada—where he finds inspiration in example. Reid sees problems too: He finds poorly paid doctors in Japan, endless lines in Canada, mistreated patients in Britain, spartan facilities in France. In addition to long-established systems, Reid also studies countries that have carried out major health care reform. The first question facing these countries—and the United States, for that matter—is an ethical issue: Is health care a human right?The Healing of America lays bare the moral question at the heart of our troubled system, dissecting the misleading rhetoric surrounding the health care debate: Is health care a human right?
Bayesian Statistics the Fun Way: Understanding Statistics and Probability with Star Wars, Lego, and Rubber Ducks
Will Kurt - 2019
But many people use data in ways they don't even understand, meaning they aren't getting the most from it. Bayesian Statistics the Fun Way will change that.This book will give you a complete understanding of Bayesian statistics through simple explanations and un-boring examples. Find out the probability of UFOs landing in your garden, how likely Han Solo is to survive a flight through an asteroid shower, how to win an argument about conspiracy theories, and whether a burglary really was a burglary, to name a few examples.By using these off-the-beaten-track examples, the author actually makes learning statistics fun. And you'll learn real skills, like how to:- How to measure your own level of uncertainty in a conclusion or belief- Calculate Bayes theorem and understand what it's useful for- Find the posterior, likelihood, and prior to check the accuracy of your conclusions- Calculate distributions to see the range of your data- Compare hypotheses and draw reliable conclusions from themNext time you find yourself with a sheaf of survey results and no idea what to do with them, turn to Bayesian Statistics the Fun Way to get the most value from your data.
Real World Research: A Resource for Social Scientists and Practitioner-Researchers
Colin Robson - 1993
These include teachers, social workers and health service professionals, managers and specialists in business, architects, designers, criminologists and accountants among many others.Real World Research provides a clear route-map of the various steps needed to carry out a piece of applied research to a high professional standard. It is accessible to those without a social science background while providing rigorous and fully up-to-date coverage of contemporary issues and debates. It brings together materials and approaches from different social science disciplines, seeing value in both quantitative and qualitative approaches, as well as their combination in mixed-method designs.
Information Visualization: Perception for Design
Colin Ware - 2000
Ware's updated review of empirical research and interface design examples will do much to accelerate innovation and adoption of information visualization." —Ben Shneiderman, University of Maryland"Colin Ware is the perfect person to write this book, with a long history of prominent contributions to the visual interaction with machines and to information visualization directly. It goes a long way towards joining science to the practical design of information visualization systems." —from the foreword by Stuart Card, PARCMost designers know that yellow text presented against a blue background reads clearly and easily, but how many can explain why, and what really are the best ways to help others and ourselves clearly see key patterns in a bunch of data? When we use software, access a web site, or view graphics, our understanding is greatly enhanced or impeded by the way information is presented. By explaining in detail how we think visually, this book provides guidance on how to construct effective interactive information displays.This book combines a strictly scientific approach to human perception with a practical concern for the rules governing the effective visual presentation of information. Surveying the research of leading psychologists and neurophysiologists, author Colin Ware isolates key principles at work in vision and perception, and from them derives specific and effective visualization techniques suitable for a wide range of scenarios. Information Visualization offers practical guidelines that can be applied by anyone, and covers all facets of visual perception: color, organization, space perception, motion, and texture.* Major revision of this classic work, with a new chapter on visual thinking, new sections on face perception and flow visualization, an appendix on how to evaluate visualizations,and a greatly expanded chapter on color and color sequences. *New to this edition is the full-color treatment throughout, to better display over 400 illustrations.*From a leading researcher in the field of human perception who has brought together, in a single resource, all current scientific insight into the question of data visualization.
Python Machine Learning
Sebastian Raschka - 2015
We are living in an age where data comes in abundance, and thanks to the self-learning algorithms from the field of machine learning, we can turn this data into knowledge. Automated speech recognition on our smart phones, web search engines, e-mail spam filters, the recommendation systems of our favorite movie streaming services – machine learning makes it all possible.Thanks to the many powerful open-source libraries that have been developed in recent years, machine learning is now right at our fingertips. Python provides the perfect environment to build machine learning systems productively.This book will teach you the fundamentals of machine learning and how to utilize these in real-world applications using Python. Step-by-step, you will expand your skill set with the best practices for transforming raw data into useful information, developing learning algorithms efficiently, and evaluating results.You will discover the different problem categories that machine learning can solve and explore how to classify objects, predict continuous outcomes with regression analysis, and find hidden structures in data via clustering. You will build your own machine learning system for sentiment analysis and finally, learn how to embed your model into a web app to share with the world
Statistical Rethinking: A Bayesian Course with Examples in R and Stan
Richard McElreath - 2015
Reflecting the need for even minor programming in today's model-based statistics, the book pushes readers to perform step-by-step calculations that are usually automated. This unique computational approach ensures that readers understand enough of the details to make reasonable choices and interpretations in their own modeling work.The text presents generalized linear multilevel models from a Bayesian perspective, relying on a simple logical interpretation of Bayesian probability and maximum entropy. It covers from the basics of regression to multilevel models. The author also discusses measurement error, missing data, and Gaussian process models for spatial and network autocorrelation.By using complete R code examples throughout, this book provides a practical foundation for performing statistical inference. Designed for both PhD students and seasoned professionals in the natural and social sciences, it prepares them for more advanced or specialized statistical modeling.Web ResourceThe book is accompanied by an R package (rethinking) that is available on the author's website and GitHub. The two core functions (map and map2stan) of this package allow a variety of statistical models to be constructed from standard model formulas.
No Logo
Naomi Klein - 2000
First published before the World Trade Organization protests in Seattle, this is an infuriating, inspiring, and altogether pioneering work of cultural criticism that investigates money, marketing, and the anti-corporate movement.As global corporations compete for the hearts and wallets of consumers who not only buy their products but willingly advertise them from head to toe—witness today's schoolbooks, superstores, sporting arenas, and brand-name synergy—a new generation has begun to battle consumerism with its own best weapons. In this provocative, well-written study, a front-line report on that battle, we learn how the Nike swoosh has changed from an athletic status-symbol to a metaphor for sweatshop labor, how teenaged McDonald's workers are risking their jobs to join the Teamsters, and how "culture jammers" utilize spray paint, computer-hacking acumen, and anti-propagandist wordplay to undercut the slogans and meanings of billboard ads (as in "Joe Chemo" for "Joe Camel").No Logo will challenge and enlighten students of sociology, economics, popular culture, international affairs, and marketing."This book is not another account of the power of the select group of corporate Goliaths that have gathered to form our de facto global government. Rather, it is an attempt to analyze and document the forces opposing corporate rule, and to lay out the particular set of cultural and economic conditions that made the emergence of that opposition inevitable." —Naomi Klein, from her Introduction
Out of Our Minds: Learning to Be Creative
Ken Robinson - 2001
This is a book not to be missed. Read and rejoice.' KEN BLANCHARD'If ever there was a time when creativity was necessary for the survival and growth of any organization, it is now. This book, more than any other I know, provides important insights on how leaders can evoke and sustain those creative juices.' WARREN BENNIS
Creativity: Flow and the Psychology of Discovery and Invention
Mihaly Csikszentmihalyi - 1996
The author's objective is to offer an understanding of what leads to these moments, be it the excitement of the artist at the easel or the scientist in the lab, so that knowledge can be used to enrich people's lives. Drawing on 100 interviews with exceptional people, from biologists and physicists to politicians and business leaders, poets and artists, as well as his 30 years of research on the subject, Csikszentmihalyi uses his famous theory to explore the creative process. He discusses such ideas as why creative individuals are often seen as selfish and arrogant, and why the tortured genius is largely a myth. Most important, he clearly explains why creativity needs to be cultivated and is necessary for the future of our country, if not the world.
Walden Two
B.F. Skinner - 1948
Set in the United States, it pictures a society in which human problems are solved by a scientific technology of human conduct.
Beyond the Pleasure Principle
Sigmund Freud - 1920
Of the various English translations of Freud's major works to appear in his lifetime, only one was authorized by Freud himself: The Standard Edition of the Complete Psychological Works of Sigmund Freud under the general editorship of James Strachey.Freud approved the overall editorial plan, specific renderings of key words and phrases, and the addition of valuable notes, from bibliographical and explanatory. Many of the translations were done by Strachey himself; the rest were prepared under his supervision. The result was to place the Standard Edition in a position of unquestioned supremacy over all other existing versions.Newly designed in a uniform format, each new paperback in the Standard Edition opens with a biographical essay on Freud's life and work —along with a note on the individual volume—by Peter Gay, Sterling Professor of History at Yale.
Surviving Your Dissertation: A Comprehensive Guide to Content and Process
Kjell Erik Rudestam - 1992
Using examples from a wide range of disciplines, the authors give readers expert advice on the entire dissertation process: selecting a suitable topic; conducting a literature review; managing data overload; building an argument; presenting the material, data, and results; and working with faculty committees. The entire text has been updated and fresh examples have been added to it. This edition features an up-to-the-minute discussion of online research and the use of software packages. The authors have expanded their coverage of qualitative work, and added information about the use of mixed methods to the book. These updates and more make the Third Edition of Surviving Your Dissertation a must have resource for graduate students.Key Features of the Third Edition: Walks readers through the dissertation process as an ideal mentor would.Devotes more attention to qualitative work, and touches upon mixed methods.Discusses online library resources and completing one′s dissertation via the Internet.Features new material on the use of graphics.Includes information about informed consent forms.