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.

    Many women put too much on their plates, both literally and figuratively. In Nice Girls Finish Fat, psychotherapist Karen R. Koenig explains the link between the two and gives overweight women detailed advice on how to lose their extra baggage—both emotional and physical—by becoming more assertive in every aspect of life. For the millions of overweight women in America, diet and exercise just aren’t cutting it. That’s because many of these women have emotional issues buried deep beneath those stubborn pounds, issues that must be dealt with first if weight loss plans are to succeed. In this illuminating book, based on decades of professional experience, Karen Koenig offers on-the-page psychotherapy to help readers attack the roots of their food problems. With her engaging personal style, she teaches women about the biological connections between repressed emotions and eating, revealing the ways many women use food to stuff their anger, control their aggression, and assuage their feelings of guilt—all in the pursuit of being “nice.” Giving “good girls” permission to love themselves first, Koenig offers thought-provoking quizzes and questions to help readers identify and overcome the habits that have been holding them back. Empowering readers to gain the confidence they need to lose weight, Nice Girls Finish Fat not only shows women how to stop obsessing about food and develop healthy eating habits, it teaches readers skills to improve every aspect of their lives.

    He served with the Legion in Cambodia and Bosnia, then returned to civilian life, but military habits would not allow him to settle.His need for intense excitement and extreme danger drove him back to the lifestyle he knew and loved, and using his Legion training, he became a ?hidden soldierOCO by opting for security missions in Iraq and Haiti.In Iraq he was the sole survivor of an ambush in no manOCOs land between Abu Ghraib and Fallujah, the most dangerous place on earth.An intense, exciting and vivid account of extraordinary and sometimes horrific events, "Hidden Soldier" lifts the veil on the dark and shadowy world of security contractors and what the situation is really like in Iraq as well as other trouble spots.This bestseller also includes photographs taken by Padraig OOCOKeeffe while he was a Legionnaire and when he was in Iraq."

    This edition includes the most current advice on:· The new genomic classification of breast cancer and its importance in treatment planning· Cancer gene testing, which determines if a woman will benefit from chemotherapy· New developments in breast cancer treatments with new targeted agents· The continued importance of getting a second opinion: why it’s important, what questions to ask, and how to decide which team of doctors is best for you.Conscious of the rapidly evolving spectrum of treatment options, Dr. John Link outlines the latest findings and professional wisdom for patients in pursuit of the most effective treatment plan for them. The Breast Cancer Survival Manual continues to be a must-have for any woman seeking accurate and accessible information about managing breast cancer today.

    Major retailers are predicting everything from when their customers are pregnant to when they want a new pair of Chuck Taylors. It's a brave new world where seemingly meaningless data can be transformed into valuable insight to drive smart business decisions.But how does one exactly do data science? Do you have to hire one of these priests of the dark arts, the "data scientist," to extract this gold from your data? Nope.Data science is little more than using straight-forward steps to process raw data into actionable insight. And in Data Smart, author and data scientist John Foreman will show you how that's done within the familiar environment of a spreadsheet. Why a spreadsheet? It's comfortable! You get to look at the data every step of the way, building confidence as you learn the tricks of the trade. Plus, spreadsheets are a vendor-neutral place to learn data science without the hype. But don't let the Excel sheets fool you. This is a book for those serious about learning the analytic techniques, the math and the magic, behind big data.Each chapter will cover a different technique in a spreadsheet so you can follow along: - Mathematical optimization, including non-linear programming and genetic algorithms- Clustering via k-means, spherical k-means, and graph modularity- Data mining in graphs, such as outlier detection- Supervised AI through logistic regression, ensemble models, and bag-of-words models- Forecasting, seasonal adjustments, and prediction intervals through monte carlo simulation- Moving from spreadsheets into the R programming languageYou get your hands dirty as you work alongside John through each technique. But never fear, the topics are readily applicable and the author laces humor throughout. You'll even learn what a dead squirrel has to do with optimization modeling, which you no doubt are dying to know.

    Its world-class authors provide guidance on all aspects of Bayesian data analysis and include examples of real statistical analyses, based on their own research, that demonstrate how to solve complicated problems. Changes in the new edition include:Stronger focus on MCMC Revision of the computational advice in Part III New chapters on nonlinear models and decision analysis Several additional applied examples from the authors' recent research Additional chapters on current models for Bayesian data analysis such as nonlinear models, generalized linear mixed models, and more Reorganization of chapters 6 and 7 on model checking and data collectionBayesian computation is currently at a stage where there are many reasonable ways to compute any given posterior distribution. However, the best approach is not always clear ahead of time. Reflecting this, the new edition offers a more pluralistic presentation, giving advice on performing computations from many perspectives while making clear the importance of being aware that there are different ways to implement any given iterative simulation computation. The new approach, additional examples, and updated information make Bayesian Data Analysis an excellent introductory text and a reference that working scientists will use throughout their professional life.

    A rich source of information for readers of all ages, this book is divided into two sections, first looking at major sources of symbols (basic shapes, colors and numbers, the natural world), then, placing symbols in context of mythologies and religions, the human life cycle, people and culture, and symbol systems. Clear cross-referencing illuminates connections between symbols, while beautiful artwork and photography make this a collector's edition to treasure.

    He tutored The Ultimate Warrior and strangled Bret Hart with a dead chicken. This is the true story of pro wrestling's overlooked legend. GRAPPLER chronicles the rags to almost-riches journey of Lynn "The Grappler" Denton. A star of pro wrestling's territorial era, Denton worked alongside the biggest names of the 1980s. Readers will learn about his adventures with ring icons such as Roddy Piper, Ric Flair and Harley Race. In addition, GRAPPLER features previously untold stories involving Bill Goldberg, Junkyard Dog, Ted Dibiase, Rick Rude, Curt Hennig and countless others. Denton also gives wrestling fans a behind-the-scenes look at several legendary promotions, including Mid-South, World Class, Memphis and Portland Wrestling. The book chronicles the territories' "glory days," and offers a ringside seat for their demise. From Denton's humble beginnings in a Texas dance hall, to the bright lights of the "Monday Night Wars," this is the story of one man chasing his dream through 35 years of wrestling history. With a foreword from WWE legend "Rowdy" Roddy Piper, GRAPPLER is a must have for any fan who wants to learn about the unsung heroes of professional wrestling. This humorous and heartfelt autobiography is proof that not every legend wears a Hall of Fame ring.

    He beats his chest, well ahead of his nearest rival, his face filled with the euphoria of a young man utterly in thrall to his extraordinary physical talent. It is one of the greatest moments in sports history, and it is just the beginning.Of the ten fastest 100-meter times in history, eight belong to Jamaicans. How is it that a small Caribbean island has come to almost totally dominate the men’s and women’s sprint events? The Bolt Supremacy opens the doors to a community where sprinting permeates conversations and interactions; where the high school championships are watched by 35,000 screaming fans; where identity, success and status are forged on the track, and where making it is a pass to a world of adoration and lucrative contracts. In such a society there can be the incentive for some to cheat. There are those who attribute Jamaican success to something beyond talent and hard work.Award-winning writer Richard Moore doesn’t shy away from difficult questions as he travels the length of this beguiling country speaking to anti-doping agencies, scientists and skeptics as well as to coaches, gurus, superstar athletes and the young guns desperate to become the next big thing. Peeling back the layers, Moore finally reveals the secrets of Usain Bolt and the Jamaican sprint factory.

    So He sent us His very strongest men and women." So begins the heartwarming story of Verna Mae and her father, Isom B. "Kitteneye" Slone, an extraordinary personal family history set in the hills around Caney Creek in Knott County, Kentucky.

    In addition to step-by-step coverage of documentation, the book includes an overview of the research-writing process entitled "Writing Scholarly Papers" and three useful appendices. Thorough and practical, this convenient reference guide is also less expensive and easier for undergraduates to use than the APA Manual. The Second Edition features expanded coverage of electronic sources to keep students up-to-date on using and evaluating Internet references in their research. In addition, this new edition provides more guidance on avoiding plagiarism. The two sample APA-style papers--one argumentative and one experimental--are carefully annotated to give students extra support as they master the elements of manuscript preparation and documentation principles.

    This includes loved ones, family, and friends beginning the journey of recovery. This resource can help you understand how to help them thrive.A compassionate, user-friendly handbook for family and friends navigating the many challenges that come with a loved one's new-found sobriety. A relative or friend has finally taken those tentative first steps toward sobriety. With the relief of this life-changing course of action comes a new and difficult set of challenges for recovering addicts and those who love them. Family members and friends often find themselves unsure of how to weather such a dramatic turn, as the rules and routines of their relationships no longer pertain. Everything Changes assuages fears and uncertainty by teaching loved ones of newly recovering addicts how to navigate the often-tumultuous early months of recovery. Beverly Conyers, author of the acclaimed Addict in the Family, again shares the hope and knowledge that she gained as a parent of a recovering addict by focusing on the aftermath of addiction. She outlines the physical and psychological changes that recovering addicts go through, and offers practical tools to help family members and friends: build a fresh, rewarding relationship with the addict be supportive without setting themselves up for disappointment avoid enabling destructive behavior set and maintain boundaries cope with relapse deal with the practicalities of sober living, such as helping the addict find a job and deal with the stigma of addiction.

    It is designed to take absolute beginners to a point where they can approach the current literature in the subject. It contains numerous in-text exercises which involve the reader in doing morphology by formulating hypotheses and testing them against data from English and numerous other languages. Although primarily intended to be a course book for use on morphology courses, it will also be useful for students taking courses in the closely related sub-fields of phonology and syntax. The book is divided into three parts:. Part 1 surveys traditional and structuralist notions of word-structure which still provide the necessary background to morphological investigations. Part 2 explores the relationship between the lexicon, morphology and phonology in current generative grammar. Part 3 examines issues in the interaction between the lexicon, morphology and syntax.

    To what extent did King Henry VIII’s upbringing shape him into the tyrannical figure we know today? This concise, well-researched analysis sheds light on a little-known period of the infamous monarch’s life.

    For almost 500 years, the masses have been thoroughly deceived by a cosmic fairy-tale of astronomical proportions. We have been taught a falsehood so gigantic and diabolical that it has blinded us from our own experience and common sense, from seeing the world and the universe as they truly are. Through pseudo-science books and programs, mass media and public education, universities and government propaganda, the world has been systematically brain-washed, slowly indoctrinated over centuries into the unquestioning belief of the greatest lie of all time. A multi-generational conspiracy has succeeded, in the minds of the masses, to pick up the fixed Earth, shape it into a ball, spin it in circles, and throw it around the Sun! The greatest cover-up of all time, NASA and Freemasonry's biggest secret, is that we are living on a plane, not a planet, that Earth is the flat, stationary center of the universe.