Essential Statistics, Regression, and Econometrics, Second Edition, is innovative in its focus on preparing students for regression/econometrics, and in its extended emphasis on statistical reasoning, real data, pitfalls in data analysis, and modeling issues. This book is uncommonly approachable and easy to use, with extensive word problems that emphasize intuition and understanding. Too many students mistakenly believe that statistics courses are too abstract, mathematical, and tedious to be useful or interesting. To demonstrate the power, elegance, and even beauty of statistical reasoning, this book provides hundreds of new and updated interesting and relevant examples, and discusses not only the uses but also the abuses of statistics. The examples are drawn from many areas to show that statistical reasoning is not an irrelevant abstraction, but an important part of everyday life.

* Offers strategies for individuals and relationships of diverse ethno-racial cultural backgrounds. * Provides innovative tools which consider the impacts of acculturation, minority status, intersectionality and minority stress on sexual health and dysfunction. * Helps clinicians to broaden their awareness and build their professional capacity. * Chapters include key terms, critical questions for the reader, case studies, and suggested further reading. * It is the very first of its kind and will be a significant contribution to sex therapy, marriage and family therapy, and couples counselling.

* Offers strategies for individuals and relationships of diverse ethno-racial cultural backgrounds. * Provides innovative tools which consider the impacts of acculturation, minority status, intersectionality and minority stress on sexual health and dysfunction. * Helps clinicians to broaden their awareness and build their professional capacity. * Chapters include key terms, critical questions for the reader, case studies, and suggested further reading. * It is the very first of its kind and will be a significant contribution to sex therapy, marriage and family therapy, and couples counselling.

For introductory courses in physical geology. Encouraging students to observe, discover, and visualize, How Does Earth Work? Second Edition engages students with an inquiry-based learning method that develops a solid interpretation of introductory geology. Like geology detectives, students learn to think through the scientific process and uncover evidence that explains earth's mysteries.

There is no doubt science is currently suffering from a credibility crisis. This thought-provoking book argues that, ironically, science's credibility is being undermined by tools created by scientists themselves. Scientific disinformation and damaging conspiracy theories are rife because of the internet that science created, the scientific demand for empirical evidence and statistical significance leads to data torturing and confirmation bias, and data mining is fuelled by the technological advances in Big Data and the development of ever-increasingly powerful computers. Using a wide range of entertaining examples, this fascinating book examines the impacts of society's growing distrust of science, and ultimately provides constructive suggestions for restoring the credibility of the scientific community.

Developed specifically for the Scottish Curriculum for Excellence, Text for Scotland is written by a dedicated team of authors who have extensive experience of teaching in Scotland. Text for Scotland is a complete, unit-based resource for S1 and S2 that builds essential language skills, with a focus throughout on Assessment is for Learning strategies. Text for Scotland is closely matched to the epxeriences and outcomes of the Scottish Curriculum for Excellence 2008 so you don't need to spend time adapting resources. * clear outcomes and experiences stated at the start of each unit to show students what they will be learning. * up-to-date examples to help students identify with the material and engage them in the classroom. * activities which focus on acquiring key language skills. * self- and peer-evaluation activities, which embed Assessment is for Learning practice. * a clear and colourful design so your students engage with the material.

Developed specifically for the Scottish Curriculum for Excellence, Text for Scotland is written by a dedicated team of authors who have extensive experience of teaching in Scotland. Text for Scotland is a complete, unit-based resource for S1 and S2 that builds essential language skills, with a focus throughout on Assessment is for Learning strategies. Text for Scotland is closely matched to the epxeriences and outcomes of the Scottish Curriculum for Excellence 2008 so you don't need to spend time adapting resources. * clear outcomes and experiences stated at the start of each unit to show students what they will be learning. * up-to-date examples to help students identify with the material and engage them in the classroom. * activities which focus on acquiring key language skills. * self- and peer-evaluation activities, which embed Assessment is for Learning practice. * a clear and colourful design so your students engage with the material.

A book that will take you through the best Scottish winter journeys from the comfort of your favourite chair. There'll be detailed descriptions, accompanied by some fine photographs, of all the well-known winter classics such as the traverse of An Teallach, Ledge Route on the Ben Nevis, the Aonach Eagach Ridge and the Black Spout on Lochnagar. Some of the not so well-known schizzles included are Morrisons Gully on Beinn Eighe, Academy Ridge on Sgorr Ruadh, Summit Gully on Stob Coire nam Beith and the magnificent Deep South Gully on Beinn Alligin.

Data science has never had more influence on the world. Large companies are now seeing the benefit of employing data scientists to interpret the vast amounts of data that now exists. However, the field is so new and is evolving so rapidly that the analysis produced can be haphazard at best. The 9 Pitfalls of Data Science shows us real-world examples of what can go wrong. Written to be an entertaining read, this invaluable guide investigates the all too common mistakes of data scientists - who can be plagued by lazy thinking, whims, hunches, and prejudices - and indicates how they have been at the root of many disasters, including the Great Recession. Gary Smith and Jay Cordes emphasise how scientific rigor and critical thinking skills are indispensable in this age of Big Data, as machines often find meaningless patterns that can lead to dangerous false conclusions. The 9 Pitfalls of Data Science is loaded with entertaining tales of both successful and misguided approaches to interpreting data, both grand successes and epic failures. These cautionary tales will not only help data scientists be more effective, but also help the public distinguish between good and bad data science.

In the frenzied final years of the Weimar Republic, amid economic collapse and mounting political catastrophe, Walter Benjamin emerged as the most original practicing literary critic and public intellectual in the German-speaking world. Volume 2 of the "Selected Writings" is now available in paperback in two parts.

In Part 1, Benjamin is represented by two of his greatest literary essays, "Surrealism" and "On the Image of Proust," as well as by a long article on Goethe and a generous selection of his wide-ranging commentary for Weimar Germany's newspapers.

Part 2 contains, in addition to the important longer essays, "Franz Kafka," "Karl Kraus," and "The Author as Producer," the extended autobiographical meditation "A Berlin Chronicle," and extended discussions of the history of photography and the social situation of the French writer, previously untranslated shorter pieces on such subjects as language and memory, theological criticism and literary history, astrology and the newspaper, and on such influential figures as Paul Valery, Stefan George, Hitler, and Mickey Mouse.

In the frenzied final years of the Weimar Republic, amid economic collapse and mounting political catastrophe, Walter Benjamin emerged as the most original practicing literary critic and public intellectual in the German-speaking world. Volume 2 of the "Selected Writings" is now available in paperback in two parts.

In Part 1, Benjamin is represented by two of his greatest literary essays, "Surrealism" and "On the Image of Proust," as well as by a long article on Goethe and a generous selection of his wide-ranging commentary for Weimar Germany's newspapers.

Part 2 contains, in addition to the important longer essays, "Franz Kafka," "Karl Kraus," and "The Author as Producer," the extended autobiographical meditation "A Berlin Chronicle," and extended discussions of the history of photography and the social situation of the French writer, previously untranslated shorter pieces on such subjects as language and memory, theological criticism and literary history, astrology and the newspaper, and on such influential figures as Paul Valery, Stefan George, Hitler, and Mickey Mouse.

Core Cases in Critical Care describes the clinical management of some of the most common problems seen in the critically ill patient. Twenty detailed, illustrative case histories are presented and for each, descriptions of the problem, its underlying pathophysiology and the key principles of principles of patient management are given. Each 'case' is written by experts in the field, and all contributors are practising anaesthetists and critical care specialists of many years' experience. Core Case in Critical Care is essential reading for all trainees in critical care, and will also prove a valuable addition to the libraries of other groups such as critical care nurses, surgical trainees and practising critical care physicians and anaesthetists, both as a useful summary of key topics in critical care in an easily-digested format, and as a stimulus for discussion and analysis of current practice.

We live in an incredible period in history. The Computer Revolution may be even more life-changing than the Industrial Revolution. We can do things with computers that could never be done before, and computers can do things for us that could never be done before. But our love of computers should not cloud our thinking about their limitations. We are told that computers are smarter than humans and that data mining can identify previously unknown truths, or make discoveries that will revolutionize our lives. Our lives may well be changed, but not necessarily for the better. Computers are very good at discovering patterns, but are useless in judging whether the unearthed patterns are sensible because computers do not think the way humans think. We fear that super-intelligent machines will decide to protect themselves by enslaving or eliminating humans. But the real danger is not that computers are smarter than us, but that we think computers are smarter than us and, so, trust computers to make important decisions for us. The AI Delusion explains why we should not be intimidated into thinking that computers are infallible, that data-mining is knowledge discovery, and that black boxes should be trusted.

We underestimate the importance of luck in our lives. We think too highly of the golfer who wins the British Open and, if he loses the next tournament, we speculate that he slacked off. Although the winner is surely an excellent golfer, good luck in how the ball bounced and how it rolled afterwards outside of the golfer's control also played an important role. An insufficient appreciation of chance can wreak all kinds of mischief not only in sports, but also education, medicine, business, politics and elsewhere. Perfectly natural, random variation can lead us to attach meaning to the meaningless. Freakonomics showed how economic calculations can explain seemingly counter-intuitive decision-making. Thinking, Fast and Slow, helped readers identify a host of small cognitive errors that can lead to miscalculations and irrational thought. In What the Luck? statistician and author, Gary Smith, sets himself a similar goal, and explains - in clear, understandable, and witty prose - how a statistical understanding of luck can change the way we see just about every aspect of our lives.