Non- mathematical readers will appreciate the intuitive explanations of the techniques while an emphasis on problem-solving with real data across a wide variety of applications will aid practitioners who wish to extend their expertise. Readers should have knowledge of basic statistical ideas, such as correlation and linear regression analysis. While the text is biased against complex equations, a mathematical background is needed for advanced topics. Dr. Kuhn is a Director of Non-Clinical Statistics at Pfizer Global R&D in Groton Connecticut. He has been applying predictive models in the pharmaceutical and diagnostic industries for over 15 years and is the author of a number of R packages. Dr. Johnson has more than a decade of statistical consulting and predictive modeling experience in pharmaceutical research and development. He is a co-founder of Arbor Analytics, a firm specializing in predictive modeling and is a former Director of Statistics at Pfizer Global R&D. His scholarly work centers on the application and development of statistical methodology and learning algorithms. Applied Predictive Modeling covers the overall predictive modeling process, beginning with the crucial steps of data preprocessing, data splitting and foundations of model tuning. The text then provides intuitive explanations of numerous common and modern regression and classification techniques, always with an emphasis on illustrating and solving real data problems. Addressing practical concerns extends beyond model fitting to topics such as handling class imbalance, selecting predictors, and pinpointing causes of poor model performance-all of which are problems that occur frequently in practice. The text illustrates all parts of the modeling process through many hands-on, real-life examples. And every chapter contains extensive R code f

    But time in the wards is limited, and clerkship covers only a tiny sample of the surgical universe. Dr. Pestana's Surgery Notes, by distinguished surgery instructor Dr. Carlos Pestana, is a proven guide to ensure your surgical knowledge. With a concise, comprehensive review and 180 high-yield surgical vignettes for self-testing, it contains the surgery knowledge you need to excel on the Surgery shelf exam and USMLE Step 2 CK.Features:— Concise high-yield review of core surgery material— 180 vignettes for self-testing— Used by med students for over a decade— Fully up-to-date— Pocket-sized to carry with you in the wards

    He won a record sixteen straight Gold Gloves at third base, led one of the best teams of the era, and is often cited as the greatest fielder in baseball history. Credited with almost single-handedly winning the 1970 World Series, this MVP was immortalized in a Normal Rockwell painting. A wholesome player and role model, Brooks honored the game of baseball not only with his play but with his class and character off the field.Author of The Bird: The Life and Legacy of Mark Fidrych, Doug Wilson returns to baseball's Golden Age to detail the birth of a new franchise through the man who came to symbolize it as one of baseball's most beloved players. Through numerous interviews with people from every part of the legendary player's life, Wilson reveals never-before-reported information to illuminate Brooks's remarkable skill and warm personality.Brooks takes readers back to an era when players fought for low-paying yearly contracts, spanning the turbulent 60s and 70s and into the dawning of the free agent era. He was elected to the MLB All-Century Team and as president of the MLB Players Alumni, Brooks continues to influence today's baseball players.In the current climate of astronomic salaries, steroids, off-field troubles, and heroes who let down their fans, Brooks reminds baseball fans of the honor and glory at the heart of America's favorite pastime.

    

    An account of what it was like to grow up a White Sox fan in a Cubs nation, this title covers the history of the organisation, from the heartbreak of 1967 and the South-Side Hit Men to the disco demolition and the magical 2005 season when they became world champions.

    Verification that algorithms work is emphasized more than their complexity. An effective use of examples, and huge number of interesting exercises, demonstrate the topics of trees and distance, matchings and factors, connectivity and paths, graph coloring, edges and cycles, and planar graphs. For those who need to learn to make coherent arguments in the fields of mathematics and computer science.

    Giants third baseman Bobby Thomson hit the most dramatic home run in the history of baseball. The moment occurred in the bottom of the ninth inning of a sudden-death playoff game between the New York Giants and their arch rivals from Brooklyn, the Dodgers. People across the nation watched on their new TV sets, and the home run became known as “the Shot Heard ’Round the World.” But after clearing the left-field wall, the central artifact of the play–the ball itself–inexplicably went missing. The mystery of what happened to the legendary baseball has remained unsolved for a half century. Until now.Miracle Ball is the gripping account of author Brian Biegel’s two-year effort to unravel the mystery that experts said could never be solved. After his father, Jack, finds a baseball at a thrift store with clues dating back to 1951 and believes it could possibly be the most coveted piece of sports history, father and son begin a journey to prove its authenticity. Biegel becomes consumed with the quest–recognizing it as the only chance to rescue himself from an emotionally devastating personal crisis that had long been crippling him.The trail takes Biegel, a sports fan and documentary filmmaker, from an auction house in Long Island to the National Baseball Hall of Fame in Cooperstown, New York, to a backroom meeting straight out of a Martin Scorsese film to a dusty oil field in Texas, finally arriving at his final destination on a quiet gravel road in New Mexico, the last place he ever expected to be.Along the way the author meets an amazing cast of characters, including Bobby Thomson himself, who help him in his quest. Each adds their personal memories of the golden age of baseball, giving a broader scope and greater depth to this real-life detective story. As entertaining as it is inspiring, Miracle Ball is a story about faith, family, and heroes, about overcoming the odds and coming into the light, and about discovering the wondrous result of believing in yourself–and the amazing benefits of unconditional love. A sports story for the ages, an engrossing mystery narrative, and a moving account of a man’s unbreakable bond with his family and of his struggles to save himself, Miracle Ball delivers both heart and headlines.

    Starting from the basics of probability, the authors develop the theory of statistical inference using techniques, definitions, and concepts that are statistical and are natural extensions and consequences of previous concepts. This book can be used for readers who have a solid mathematics background. It can also be used in a way that stresses the more practical uses of statistical theory, being more concerned with understanding basic statistical concepts and deriving reasonable statistical procedures for a variety of situations, and less concerned with formal optimality investigations.

    In this book, you’ll learn how many of the most fundamental data science tools and algorithms work by implementing them from scratch. If you have an aptitude for mathematics and some programming skills, author Joel Grus will help you get comfortable with the math and statistics at the core of data science, and with hacking skills you need to get started as a data scientist. Today’s messy glut of data holds answers to questions no one’s even thought to ask. This book provides you with the know-how to dig those answers out. Get a crash course in Python Learn the basics of linear algebra, statistics, and probability—and understand how and when they're used in data science Collect, explore, clean, munge, and manipulate data Dive into the fundamentals of machine learning Implement models such as k-nearest Neighbors, Naive Bayes, linear and logistic regression, decision trees, neural networks, and clustering Explore recommender systems, natural language processing, network analysis, MapReduce, and databases

    Still, though I followed their season closely, I never fully understood their impact."—Allen Barra, The New York SunIn 1947, major league baseball experienced its first measure of integration when the Brooklyn Dodgers brought Jackie Robinson to the National League. While Robinson's breakthrough opened the gates of opportunity for African Americans and other minority players, the process of integration proved slow and uneven. It was not until the 1960s that a handful of major league teams began to boast more than a few Black and Latino players. But the 1971 World Championship team enjoyed a full and complete level of integration, with half of its twenty-five-man roster comprised of players of African American and Latino descent. That team was the Pittsburgh Pirates, managed by an old-time Irishman.In The Team That Changed Baseball: Roberto Clemente and the 1971 Pittsburgh Pirates, veteran baseball writer Bruce Markusen tells the story of one of the most likable and significant teams in the history of professional sports. In addition to the fact that they fielded the first all-minority lineup in major league history, the 1971 Pirates are noteworthy for the team's inspiring individual performances, including those of future Hall of Famers Roberto Clemente, Willie Stargell, and Bill Mazeroski, and their remarkable World Series victory over the heavily favored Baltimore Orioles. But perhaps their greatest legacy is the team's influence on the future of baseball, inspiring later championship teams such as the New York Yankees and Oakland Athletics to open their doors fully to all talented players, regardless of race, particularly in the new era of free agency.

    Bill was also one of the most influential broadcasters of all time, an inspiration to legions of his fellow broadcasters who looked up to him. No less an authority than John Madden tells Ken Korach in this 80,000-word testament to Bill’s uniqueness that when he turned from coaching to broadcasting, no one was more of an influence on him than Bill. But this was true of Bill the man as well, not merely Bill the broadcaster. “We all wanted to live vicariously through Bill. The things that he did, we wished we could do,” Madden tells Ken Korach. Korach, longtime voice of the A’s and Bill’s partner for ten seasons until King’s death in 2005, is the perfect one to bring Bill to life on the page. A half-century ago, Ken Korach was a kid in Los Angeles, spinning the night dial to tune in Warriors basketball games from faraway San Francisco for one reason: He just had to hear Bill. Now, in Holy Toledo – Lessons from Bill King, Renaissance Man of the Mic, he tells the remarkable story of King the legendary baseball, basketball and football broadcaster. Bill was a student of Russian literature, a passionate sailor, a fan of eating anything and everything from gourmet to onions and peanut butter, a remarkable painter. Korach draws on a lifetime of listening to and learning from King – as well as extensive research, including more than fifty interviews with King’s family members, colleagues, friends and associates – to create this rich portrait, eagerly awaited by thousands of fans who have flocked to the Holy Toledo Facebook page and heard about the book through Ken’s media appearances.Holy Toledo features a moving foreword by Hall of Fame broadcaster Jon Miller, previously of ESPN, and a brilliant cover by Mark Ulriksen, internationally recognized for his New Yorker magazine covers, that captures King’s flair and personality.Billy Beane“The best part about Bill wasn’t just that he was so good at his job but that he was so interesting outside of his job. His mustache epitomized that. He looked eccentric and he was eccentric, in a good way.”Bob Welch“If I had a hitter I had trouble with, I’d ask Bill how I should pitch him. He always had a good answer.”Greg Papa“Bill King was the greatest radio broadcaster in the history of the United States.”Tom Meschery“Talking with Bill was like talking with an encyclopedia.… If you wanted to talk sports, literature – when Bill talked you listened, because he always had something interesting to talk about.”Al Attles“He didn’t sugarcoat it. Bill was a departure from the way it was. If a player from the Warriors made a mistake, Bill told it like it was.”Ed Rush“I’d put the radio out the window and keep turning it to certain angles and it would go in and go out. I’d listen to the Warriors and the Raiders. To do all three sports like he did, he was phenomenal. He was out of this world.”Tom Flores“Bill made some of the great plays in the history of the Raiders even greater with his description. Those moments were kept alive in his voice.”Jason Giambi“He was such an incredible man. I had so much fun with him and he would always ask how my family was doing and I have the fondest memories of him. We would talk about life and all the things he had seen. He made me well rounded.”Rick Barry“He had the ability to see a game, a basketball game, and express what was happening in eloquent terms, at times instantaneously. When he was saying something, it was happening.”

    A clear, concise writing style and just the right dose of humor explain the role of epidemiology in measuring disease in a community, estimating risks, and influencing public policy and ethical concerns. Line diagrams, cartoons, and review questions with answers reinforce the text.The smart way to study!Elsevier titles with STUDENT CONSULT will help you master difficult concepts and study more efficiently in print and online! Perform rapid searches. Integrate bonus content from other disciplines. Download text to your handheld device. And a lot more. Each STUDENT CONSULT title comes with full text online, a unique image library, case studies, USMLE style questions, and online note-taking to enhance your learning experience.Your purchase of this book entitles you to access www.studentconsult.com at no extra charge. This innovative web site offers you... Access to the complete text and illustrations of this book. Integration links to bonus content in other STUDENT CONSULT titles.Content clipping for your handheld.An interactive community center with a wealth of additional resources. The more STUDENT CONSULT titles you buy, the more resources you can access online! Look for the STUDENT CONSULT logo on your favorite Elsevier textbooks!

    It bridges the gap between the mechanics of econometrics and modern applications of econometrics by employing a systematic approach motivated by the major problems facing applied researchers today. Throughout the text, the emphasis on examples gives a concrete reality to economic relationships and allows treatment of interesting policy questions in a realistic and accessible framework.

    This guide also helps you understand the many data-mining techniques in use today.Based on an MBA course Provost has taught at New York University over the past ten years, Data Science for Business provides examples of real-world business problems to illustrate these principles. You’ll not only learn how to improve communication between business stakeholders and data scientists, but also how participate intelligently in your company’s data science projects. You’ll also discover how to think data-analytically, and fully appreciate how data science methods can support business decision-making.Understand how data science fits in your organization—and how you can use it for competitive advantageTreat data as a business asset that requires careful investment if you’re to gain real valueApproach business problems data-analytically, using the data-mining process to gather good data in the most appropriate wayLearn general concepts for actually extracting knowledge from dataApply data science principles when interviewing data science job candidates

    Scholars and students need to be able to analyze, design and curate information into useful tools of communication, insight and understanding. This book is the starting point in learning the process and skills of data visualization, teaching the concepts and skills of how to present data and inspiring effective visual design. Benefits of this book: A flexible step-by-step journey that equips you to achieve great data visualization.A curated collection of classic and contemporary examples, giving illustrations of good and bad practice Examples on every page to give creative inspiration Illustrations of good and bad practice show you how to critically evaluate and improve your own work Advice and experience from the best designers in the field Loads of online practical help, checklists, case studies and exercises make this the most comprehensive text available