In addition to changing how we live, these tools enable us to collect and process data about human behavior on a scale never before imaginable, offering entirely new approaches to core questions about social behavior. Bit by Bit is the key to unlocking these powerful methods--a landmark book that will fundamentally change how the next generation of social scientists and data scientists explores the world around us.Bit by Bit is the essential guide to mastering the key principles of doing social research in this fast-evolving digital age. In this comprehensive yet accessible book, Matthew Salganik explains how the digital revolution is transforming how social scientists observe behavior, ask questions, run experiments, and engage in mass collaborations. He provides a wealth of real-world examples throughout and also lays out a principles-based approach to handling ethical challenges.Bit by Bit is an invaluable resource for social scientists who want to harness the research potential of big data and a must-read for data scientists interested in applying the lessons of social science to tomorrow's technologies.Illustrates important ideas with examples of outstanding researchCombines ideas from social science and data science in an accessible style and without jargonGoes beyond the analysis of "found" data to discuss the collection of "designed" data such as surveys, experiments, and mass collaborationFeatures an entire chapter on ethicsIncludes extensive suggestions for further reading and activities for the classroom or self-study

    The R language provides everything you need to do statistical work, but its structure can be difficult to master. This collection of concise, task-oriented recipes makes you productive with R immediately, with solutions ranging from basic tasks to input and output, general statistics, graphics, and linear regression.Each recipe addresses a specific problem, with a discussion that explains the solution and offers insight into how it works. If you're a beginner, R Cookbook will help get you started. If you're an experienced data programmer, it will jog your memory and expand your horizons. You'll get the job done faster and learn more about R in the process.Create vectors, handle variables, and perform other basic functionsInput and output dataTackle data structures such as matrices, lists, factors, and data framesWork with probability, probability distributions, and random variablesCalculate statistics and confidence intervals, and perform statistical testsCreate a variety of graphic displaysBuild statistical models with linear regressions and analysis of variance (ANOVA)Explore advanced statistical techniques, such as finding clusters in your dataWonderfully readable, R Cookbook serves not only as a solutions manual of sorts, but as a truly enjoyable way to explore the R language--one practical example at a time.--Jeffrey Ryan, software consultant and R package author

    But what is a “good” shot? Are all good shots created equally? And how might one identify players who are more or less likely to make and prevent those shots in the first place? The concept of basketball “analytics,” for lack of a better term, has been lauded, derided, and misunderstood. The incorporation of more data into NBA decision-making has been credited—or blamed—for everything from the death of the traditional center to the proliferation of three-point shooting to the alleged abandonment of the area of the court known as the midrange. What is beyond doubt is that understanding its methods has never been more important to watching and appreciating the NBA. In The Midrange Theory, Seth Partnow, NBA analyst for The Athletic and former Director of Basketball Research for the Milwaukee Bucks, explains how numbers have affected the modern NBA game, and how those numbers seek not to “solve” the game of basketball but instead urge us toward thinking about it in new ways.The relative value of Russell Westbrook’s triple-doublesWhy some players succeed in the playoffs while others don’tHow NBA teams think about constructing their rosters through the draft and free agencyThe difficulty in measuring defensive achievementThe fallacy of the “quick two”From shot selection to evaluating prospects to considering aesthetics and ethics while analyzing the box scores, Partnow deftly explores where the NBA is now, how it got here, and where it might be going next.

    The authors help students learn key sociological concepts through real research examples related to the dynamic interplay of race, class, gender, and other social variables.

    Fundamentals of Biostatistics with CD-Rom.

    Premiere authors Dennis Wackerly, William Mendenhall, and Richard L. Scheaffer present a solid foundation in statistical theory while conveying the relevance and importance of the theory in solving practical problems in the real world. The authors' use of practical applications and excellent exercises helps readers discover the nature of statistics and understand its essential role in scientific research.

    

    This title is aimed at courses in applied econometrics, political methodology, and sociological methods or a one-year graduate course in econometrics for social scientists.

    The book focuses on the concepts of statistics with applications to the functional areas of business. It is rich in applications from accounting, finance, marketing, management and economics, covering data collection, tables and charts, probability, estimation, and more. For professionals, particularly managers, making financial analyses and decisions.

    I also hope that it will serve as a useful reference too for the many workers engaged in one type of solid state research activity or another, who may be without formal training in the subject.

    with Audio CD + MP3A fun guide to everything American for the English language learner!The warm and witty authors of Celebrate the American Way: A Fun ESL Guide to Language and Culture in the U.S. get you started on your ESL journey with English the American Way: A Fun ESL Guide to Language & Culture in the U.S.English the American Way is your companion to everyday life in the United States. Engaging, easy-to-follow chapters highlight important topics in American culture, such as: making friends, getting around, dining out, dealing with money, buying a home, what to do in an emergency, visiting the doctor, handling a job interview, and more. Our ESL author experts (Sheila MacKechnie Murtha and Jane Airey O'Connor) give English language learners must-know vocabulary, commonly used phrases, wacky idioms, and sample dialogues that illustrate everyday American life. You'll have fun along the way as you improve your English language and grammar skills with sentence completions, quizzes, and helpful tips. Practice speaking English like an American until you're perfect! Improve your listening and speaking skills with the dialogues included on our audio CD and MP3 download.English the American Way is an excellent resource for ESL students and teachers, English language learners, and professionals of all ages and all nationalities.If you're looking for a fun and easy way to improve your English language skills, this is the book for you!Don't miss the second book in the series… Celebrate the American Way: A Fun ESL Guide to English Language and Culture in the U.S.

    It explores the services that banks and their principal competitors (including savings and loans, credit unions, security and investment firms) offer in an increasingly competitive financial-services marketplace. The ninth edition discusses the major changes and events that are remaking banking and financial services today. Among the key events and unfolding trends covered in the text are: Newest Reforms in the Financial System, including the new Dodd-Frank Financial Reform Law and the Credit Card Accountability, Responsibility, and Disclosure (CARD) Act of 2009. Global Financial Sector coverage of the causes and impact of the latest "great recession." Systemic Risk and the presentation of the challenges posed in the financial system. Exploration of changing views on the "too big to fail" (TBTF) doctrine and how regulators may be forced to deal with TBTF in the future. Controlling Risk Exposure presentation of methods in an increasingly volatile economy

    The author's straightforward approach promotes and reinforces learning on many levels through a wide variety of visual and written exercises. Along with its review of the human body from microscopic to macroscopic levels the workbook also includes practical, clinically oriented activities. KEY TOPICS: The Human Body: An Orientation, Basic Chemistry, Cells and Tissues, Skin and Body Membranes, The Skeletal System, The Muscular System, The Nervous System, Special Senses, The Endocrine System, Blood, The Cardiovascular System, The Lymphatic System and Body Defenses, The Respiratory System, The Digestive System and Body Metabolism, The Urinary System, The Reproductive System. MARKET: For all readers interested in learning the basics of anatomy and physiology.

    Drugs, Behavior, and Modern Society, 6/e, examines the impact of drug-taking behavior on our society and our daily lives.  The use and abuse of a wide range of licit and illicit drugs are discussed from historical, biological, psychological, and sociological perspectives.  The use of Drugs in our lives and drug-taking behavior, legally restricted drugs in our society, legal drugs in our society, medicinal drugs, treatment, prevention, and education.  Forstudents, or people working with drug related topics in the fields of psychology and health.

    Essentially, you make an initial guess, and then get more data to improve it. Bayes Theorem, or Bayes Rule, has a ton of real world applications, from estimating your risk of a heart attack to making recommendations on Netflix But It Isn't That Complicated This book is a short introduction to Bayes Theorem. It is only 15 pages long, and is intended to show you how Bayes Theorem works as quickly as possible. The examples are intentionally kept simple to focus solely on Bayes Theorem without requiring that the reader know complicated probability distributions. If you want to learn the basics of Bayes Theorem as quickly as possible, with some easy to duplicate examples, this is a good book for you.