Readers will develop an understanding of the multiple research methods and strategies used in education and related fields, the ability to read and critically evaluate published research, and the ability to write a proposal, construct a questionnaire, and conduct an empirical research study on their own.

    Based on the theme that learning is a biological mechanism that aids survival, this book embraces a scientific approach to behavior but is written in a lucid, clear language that you will find engaging and easy to understand. The workbook, which is included at the back of every text, is like having a built-in study companion! The workbook focuses on the core concepts and vocabulary presented in the text, giving you an opportunity to master the content before your next exam.

    Readers are provided once again with an instructive mix of mathematics, physics, statistics, and information theory.All the essential topics in information theory are covered in detail, including entropy, data compression, channel capacity, rate distortion, network information theory, and hypothesis testing. The authors provide readers with a solid understanding of the underlying theory and applications. Problem sets and a telegraphic summary at the end of each chapter further assist readers. The historical notes that follow each chapter recap the main points.The Second Edition features: * Chapters reorganized to improve teaching * 200 new problems * New material on source coding, portfolio theory, and feedback capacity * Updated referencesNow current and enhanced, the Second Edition of Elements of Information Theory remains the ideal textbook for upper-level undergraduate and graduate courses in electrical engineering, statistics, and telecommunications.

    

    In this lively and groundbreaking new book, economist Ian Ayres shows how today's best and brightest organizations are analyzing massive databases at lightening speed to provide greater insights into human behavior. They are the Super Crunchers. From internet sites like Google and Amazon that know your tastes better than you do, to a physician's diagnosis and your child's education, to boardrooms and government agencies, this new breed of decision makers are calling the shots. And they are delivering staggeringly accurate results. How can a football coach evaluate a player without ever seeing him play? Want to know whether the price of an airline ticket will go up or down before you buy? How can a formula outpredict wine experts in determining the best vintages? Super crunchers have the answers. In this brave new world of equation versus expertise, Ayres shows us the benefits and risks, who loses and who wins, and how super crunching can be used to help, not manipulate us.Gone are the days of solely relying on intuition to make decisions. No businessperson, consumer, or student who wants to stay ahead of the curve should make another keystroke without reading Super Crunchers.

    If you use Python, even as a beginner, this book will teach you practical ways to build your own machine learning solutions. With all the data available today, machine learning applications are limited only by your imagination.You'll learn the steps necessary to create a successful machine-learning application with Python and the scikit-learn library. Authors Andreas Muller and Sarah Guido focus on the practical aspects of using machine learning algorithms, rather than the math behind them. Familiarity with the NumPy and matplotlib libraries will help you get even more from this book.With this book, you'll learn:Fundamental concepts and applications of machine learningAdvantages and shortcomings of widely used machine learning algorithmsHow to represent data processed by machine learning, including which data aspects to focus onAdvanced methods for model evaluation and parameter tuningThe concept of pipelines for chaining models and encapsulating your workflowMethods for working with text data, including text-specific processing techniquesSuggestions for improving your machine learning and data science skills

    Drawing from a wide range of sources including research articles, essays, and personal narratives, Disch has chosen accessible, engaging, and provocative readings that represent a plurality of perspectives and experiences. Eleven part introductions briefly identify important issues in the general eld of study, describe the readings, identify the central themes emerging throughout the book, and raise questions for students to consider.Contents:Part I: It's not just about Gender 1. The Puerto Rican Dummy and the Merciful Son, Marti;n Espada2. From Nothing, A Consciousness, Helen Zia3. The Past is Ever Present: Recognizing the New Racism, Patricia Hill Collins4. Angry Women Are Building: Issues and Struggles Facing American Indian Women Today, Paula Gunn Allen5. “J.A.P.”-Slapping: The Politics of Scapegoating, Ruth Atkin and Adrienne Rich6. White Privilege: Unpacking the Invisible Knapsack, Peggy McIntosh7. Controlled or Autonomous: Identity and the Experience of the Network, Women Living Under Muslim Laws, Farida Shaheed8. Theorizing Difference from Multiracial Feminism, Maxine Baca Zinn and Bonnie Thornton Dill9. Patriarchy, Allan Johnson10. Reflections on Global Governance and Transnational Feminist Movements in an Era of Infinite War, Rosalind PetcheskyPart II: Gender Socialization11. The Social Construction of Gender, Judith Lorber12. Boyhood, Organized Sports, and the Construction of Masculinities, Michael A. Messner13. Who's the Fairest of Them All?, Jill Nelson14. The Myth of the Latin Woman: I Just Met a Girl Named Mari;a, Judith Ortiz Cofer15. He Defies You Still: The Memoirs of a Sissy, Tommi Avicolli16. Growing Up Hidden, Linnea DuePart III: Embodiment17. Beauty Is the Beast: Psychological Effects of the Pursuit of the Perfect Female Body, Elayne A. Saltzberg and Joan C. Chrisler18. Yellow Woman and a Beauty of the Spirit, Leslie Marmon Silko19. “A Way Outa No Way”: Eating Problems among African-American, Latina, and White Women, Becky W. Thompson20. Just Walk on By: A Black Man Ponders His Power to Alter Public Space, Brent Staples21. Taking It, Leonard Kriegel22. Do You Remember Me?, Barbara Macdonald23. I’m Not Fat, I’m Latina, Christy Haubegger24. The Tyranny of the Esthetic: Surgery’s Most Intimate Violation, Martha A. CoventryPart IV: Communication25. For the White Person Who Wants to Know How to Be My Friend, Pat Parker26. You Just Don’t Understand: Women and Men in Conversation, Deborah Tannen27. Real Men Don’t Cry . . . and Other “Uncool” Myths, Phil W. Petrie28. The New Momism, Susan J. Douglas and Meredith W. Michaels29. Claiming Jezebel: Black Female Subjectivity and Sexual Expressions in Hip-Hop, Ayana Byrd30. Virtual Organizing, Global Activism, Shireen Lee31. Where are the women? The strange case of the missing feminists. When was the last time you saw one on TV?, Laura ZimmermanPart V: Sexuality32. How Men Have (a) Sex, Jon Stoltenberg33. The Myth of the Sexual Athlete, Don Sabo34. Reproductive Rights: A Disability Rights Issue, Marsha Saxton35. The Impact of Multiple Marginalization, Paula C. Rust36. Uses of the Erotic: The Erotic as Power, Audre Lorde Part VI: Families37. The Transformation of Family Life, Lillian B. Rubin38. Bloodmothers, Othermothers, and Women-Centered Networks, Patricia Hill Collins39. Dilemmas of Involved Fatherhood, Kathleen Gerson40. Man Child: A Black Lesbian Feminist’s Response, Audre Lorde41. I Am a Man, Raul E. Ybarra42. What is marriage for?, E.J. Graff Part VII: Education43. Missing in Interaction, Myra and David Sadker44. "What About the Boys?" What the Current Debates Tell Us--and Don't Tell Us--About Boys in Schools, Michael S. Kimmel45. Conflict within the Ivory Tower, Ruth Sidel46. Black and Female: Reflections on Graduate School, bell hooksPart VIII: Paid Work and Unemployment47. The "Success" of Welfare Reform, Sharon Hays48. Sixty Cents to a Man’s Dollar, Ann Crittenden49. Why Are There No Male Asian Anchormen on TV?, Ben Fong-Torres50. The Effects of Affirmative Action on Other Stakeholders, Barbara Reskin51. "Global Woman" by Barbara Ehrenreich and Arlie Russell Hochschild52. America's Dirty Work: Migrant Maids and Modern-Day Slavery, Joy M. Zarembka53. The Globetrotting Sneaker, Cynthia EnloePart IX: Violence54. Women, Violence, and Resistance, Melanie Kaye/Kantrowitz55. The Ultimate Growth Industry: Trafficking in Women and Girls, Jan Goodwin56. Where Race and Gender Meet: Racism, Hate Crimes, and Pornography, Helen Zia57. Homophobia in Straight Men, Terry A. Kupers58. Stopping Sexual Harassment: A Challenge for Community Education, Robert L. Allen59. How Safe Is America?, Desiree Taylor60. Wielding Masculinity inside Abu Ghraib: Making Feminist Sense of an American Military Scandal, Cynthia Enloe61. Gender in a Time of Holy War, Stephen DucatPart X: Health and Illness62. Masculinities and Men’s Health: Moving toward Post—Superman Era Prevention, Don Sabo63. Health, Social Class and African-American Women, Evelyn L. Barbee and Marilyn Little64. Reproductive Issues Are Essential Survival Issues for the Asian-American Communities, Connie S. Chan65. Why the Precautionary Principle? A Meditation on Polyvinyl Chloride (PVC) and the Breasts of Mothers, Sandra Steingraber66. Does Silencio = Muerte? Notes on Translating the AIDS Epidemic, Rafael Campo67. To Be Poor and Transgender, Kai Wright Part XI: A World That Is Truly Human68. Statement of Principles, National Organization for Men Against Sexism69. The Blow Up…A Clash of Realities, Gloria Anzaldúa70. American Indian Women: At the Center of Indigenous Resistance in Contemporary North America, M. Annette Jaimes with Theresa Halsey71. Toward a New Civic Leadership: The Africana Criminal Justice Project, Geoff K. Ward and Manning Marable72. Organizing for Peace in Israel: Why Israeli Women Want a Peace Movement of Their Own, Gila Svirsky73. Women and Human Rights, Rita Arditti

    Steele’s conclusions shed new light on a host of American social phenomena, from the racial and gender gaps in standardized test scores to the belief in the superior athletic prowess of black men. Steele explicates the dilemmas that arise in every American’s life around issues of identity, from the white student whose grades drop steadily in his African American Studies class to the female engineering students deciding whether or not to attend predominantly male professional conferences. Whistling Vivaldi offers insight into how we form our senses of identity and ultimately lays out a plan for mitigating the negative effects of “stereotype threat” and reshaping American identities.

    Spradley also teaches students how to analyze the data they collect, and write an ethnography. The appendices include research questions and writing tasks.

    Dealing with measure theory and Lebesque integration, this is an introductory graduate text.

    In this revised edition that includes coverage of new Web 2.0 and Web 3.0 tools, tablets, and omnipresent wireless devices, Burke demonstrates how to successfully conceptualize, purchase, implement and maintain a library's invaluable tech assets. Highlights in this eagerly anticipated edition include enhanced coverage of e-books and cloud computing. This comprehensive resource should be at the top of the list for any current or future library professional looking to stay at the forefront of technological advancement.

    These cool tips, tricks, and mind-boggling solutions from the world of statistics, measurement, and research methods will not only amaze and entertain you, but will give you an advantage in several real-world situations-including business.This book is ideal for anyone who likes puzzles, brainteasers, games, gambling, magic tricks, and those who want to apply math and science to everyday circumstances. Several hacks in the first chapter alone-such as the "central limit theorem,", which allows you to know everything by knowing just a little-serve as sound approaches for marketing and other business objectives. Using the tools of inferential statistics, you can understand the way probability works, discover relationships, predict events with uncanny accuracy, and even make a little money with a well-placed wager here and there.Statistics Hacks presents useful techniques from statistics, educational and psychological measurement, and experimental research to help you solve a variety of problems in business, games, and life. You'll learn how to:Play smart when you play Texas Hold 'Em, blackjack, roulette, dice games, or even the lottery Design your own winnable bar bets to make money and amaze your friends Predict the outcomes of baseball games, know when to "go for two" in football, and anticipate the winners of other sporting events with surprising accuracy Demystify amazing coincidences and distinguish the truly random from the only seemingly random--even keep your iPod's "random" shuffle honest Spot fraudulent data, detect plagiarism, and break codes How to isolate the effects of observation on the thing observedWhether you're a statistics enthusiast who does calculations in your sleep or a civilian who is entertained by clever solutions to interesting problems, Statistics Hacks has tools to give you an edge over the world's slim odds.

    They illuminate the political, social and personal assumptions which have governed and sustained historical practice and theory. The book also brings into focus the key historiographic trends since World War Two. Key themes which are highlighted include: - The role of sources - The nation - Marxism - Radicalism - Structural history - Gender - Race - Statistics and economics Ranging widely from the earlier traditions and schools to the wake of postmodernism, authors represented include Braudel, Zeldin, Elton Carr, Hobsbawm, Joyce and Evans. This Reader provides the core reading for all History and Theory courses and will promote further debate across cognate disciplines including philosophy and literature."

    In The Discovery of Grounded Theory, Barney Glaser and Anselm Strauss address the equally Important enterprise of how the discovery of theory from data--systematically obtained and analyzed in social research--can be furthered. The discovery of theory from data--grounded theory--is a major task confronting sociology, for such a theory fits empirical situations, and is understandable to sociologists and laymen alike. Most important, it provides relevant predictions, explanations, interpretations, and applications.In Part I of the book, "Generation Theory by Comparative Analysis," the authors present a strategy whereby sociologists can facilitate the discovery of grounded theory, both substantive and formal. This strategy involves the systematic choice and study of several comparison groups. In Part II, The Flexible Use of Data," the generation of theory from qualitative, especially documentary, and quantitative data Is considered. In Part III, "Implications of Grounded Theory," Glaser and Strauss examine the credibility of grounded theory.The Discovery of Grounded Theory is directed toward improving social scientists' capacity for generating theory that will be relevant to their research. While aimed primarily at sociologists, it will be useful to anyone Interested In studying social phenomena--political, educational, economic, industrial-- especially If their studies are based on qualitative data.

    This view was at the core of the compact between government and science that led to the golden age of scientific research after World War II—a compact that is currently under severe stress. In this book, Donald Stokes challenges Bush's view and maintains that we can only rebuild the relationship between government and the scientific community when we understand what is wrong with that view.Stokes begins with an analysis of the goals of understanding and use in scientific research. He recasts the widely accepted view of the tension between understanding and use, citing as a model case the fundamental yet use-inspired studies by which Louis Pasteur laid the foundations of microbiology a century ago. Pasteur worked in the era of the "second industrial revolution," when the relationship between basic science and technological change assumed its modern form. Over subsequent decades, technology has been increasingly science-based. But science has been increasingly technology-based--with the choice of problems and the conduct of research often inspired by societal needs. An example is the work of the quantum-effects physicists who are probing the phenomena revealed by the miniaturization of semiconductors from the time of the transistor's discovery after World War II.On this revised, interactive view of science and technology, Stokes builds a convincing case that by recognizing the importance of use-inspired basic research we can frame a new compact between science and government. His conclusions have major implications for both the scientific and policy communities and will be of great interest to those in the broader public who are troubled by the current role of basic science in American democracy.