Continuing in the grand tradition of sabermetrics, the authors provide a revolutionary way to think about baseball with principles that can be applied at every level, from high school to the major leagues. Tom Tango, Mitchel Lichtman, and Andrew Dolphin cover topics such as batting and pitching matchups, platooning, the benefits and risks of intentional walks and sacrifices, the legitimacy of alleged clutch hitters, and many of baseball's other theories on hitting, fielding, pitching, and even baserunning. They analyze when a strategy is a good idea and when it's a bad idea, and how to more closely watch the inside game of baseball. Whenever you hear an announcer talk about the unwritten rule or say that so-and-so is going by the book in bringing in a situational substitute, The Book reviews the facts and determines what the real case is. If you want to know what the folks in baseball should be doing, find out in The Book.

    Properly understood, they can tell us how the teams we root for could employ better strategies, put more effective players on the field, and win more games. The revolution in baseball statistics that began in the 1970s is a controversial subject that professionals and fans alike argue over without end. Despite this fundamental change in the way we watch and understand the sport, no one has written the book that reveals, across every area of strategy and management, how the best practitioners of statistical analysis in baseball-people like Bill James, Billy Beane, and Theo Epstein-think about numbers and the game. Baseball Between the Numbers is that book. In separate chapters covering every aspect of the game, from hitting, pitching, and fielding to roster construction and the scouting and drafting of players, the experts at Baseball Prospectus examine the subtle, hidden aspects of the game, bring them out into the open, and show us how our favorite teams could win more games. This is a book that every fan, every follower of sports radio, every fantasy player, every coach, and every player, at every level, can learn from and enjoy.

    Baseball Prospectus 2015 brings together an elite group of analysts to provide the definitive look at the upcoming season in critical essays and commentary on the thirty teams, their managers, and more than sixty players and prospects from each team.Baseball Prospectus 2015contains critical essays on each of the thirty teams and player comments for some sixty players for each of those teams; projects each player's stats for the coming season using the groundbreaking PECOTA projection system, which has been called "perhaps the game's most accurate projection model" (Sports Illustrated). Now in its twentieth edition, this New York Times bestselling insider's guide from Baseball Prospectus, America's leading provider of statistical analysis for baseball, remains hands down the most authoritative and entertaining book of its kind.

    Small though that number is, it is inflated by dozens of skippers with only a few weeks or months at the helm of a club. If we were to define "real" managers as those who have managed a thousand games - not, after all, a terribly high bar to hurdle, fewer than seven full seasons - we would find that fewer than one hundred men qualify. Now Bill James, "the guru of baseball" (Newsweek), takes on the challenge of chronicling that history, including a decade-by-decade snapshot of baseball strategy from the 1870s through the 1990s.

    This friendly, easy-to-read guide gently introduces you to the most commonly used features of SAS software plus a whole lot more! Authors Lora Delwiche and Susan Slaughter have revised the text to include concepts of the Output Delivery System; the STYLE= option in the PRINT, REPORT, and TABULATE procedures; ODS HTML, RTF, PRINTER, and OUTPUT destinations; PROC REPORT; more on PROC TABULATE; exporting data; and the colon modifier for informats. You'll find clear and concise explanations of basic SAS concepts (such as DATA and PROC steps), inputting data, modifying and combining data sets, summarizing and presenting data, basic statistical procedures, and debugging SAS programs. Each topic is presented in a self-contained, two-page layout complete with examples and graphics. This format enables new users to get up and running quickly, while the examples allow you to type in the program and see it work!

    the eighth edition of Total Baseball: the ultimate baseball encyclopedia is the most striking, compelling and comprehensive single volume ever devoted to America's pastime.

    Instead, "Baseball Prospectus 2016" contains significant improvements along with the usual key stat categories, player predictions and insider-level commentary that readers expect from Baseball Prospectus annual guide."Baseball Prospectus 2016" once again provides fantasy players and insiders alike with prescient PECOTA projections, which "Sports Illustrated" has called perhaps the game s most accurate projection model. Still, stats are just numbers if you don t see the larger context, and Baseball Prospectus brings together an elite team of analysts to provide the definitive look at all thirty teams their players, their prospects and their managers to explain away flukes, hot streaks, injury-tainted numbers and park effects.Nearly every major-league team has sought the advice of current or former Prospectus analysts, and readers of "Baseball Prospectus" 2016 will understand what all those insiders have been raving about.In a book that sports personality Ken Tremendous calls The tip of the nerd spear, the team at Baseball Prospectus is proud to bring the following improvements to the 2016 Annual:Two full years of projections PECOTA lines for 2016 and 2017Historical Peak MPH added for major-league pitchersDeserved Run Average (DRA) added for major-league pitcherscFIP added for major-league and minor-league pitchersPitcher WARP redesigned, utilizing DRA and cFIP for all pitchersRevised cFIP-driven PECOTA pitching projectionsCatcher-specific defensive stats for all catchers Double-A and aboveOutfield assists and catcher defense integrated in FRAA and WARPBallpark schematic and wall height study for every stadiumHit List, finance, and farm system ranking graphs for each teamEvery organization s key front office personnel and Baseball Prospectus alumni identified"

    In an instructive and conversational tone, Cody clearly explains how to program SAS, illustrating with one or more real-life examples and giving a detailed description of how the program works.

    You'll find plenty of food for thought -- and argument! -- in Rob Neyer's Big Book of Baseball Lineups. • All-time Red Sox starting pitcher -- Pedro or the Rocket? • Gold Glovers -- who looked like one, who was one, and who ought to have been one? • Lopsided trades that'll sting forever, and phenoms who seemed so real • Classic nicknames -- from "Charlie Hustle" to "Big Hurt" to "The Mad Hungarian" Neyer presents a series of lineups for each franchise -- from the All-Time and the All-Rookie to the All-Bust and the Traded Away. In notes, sidebars, and essays, he explores the careers of players both famous and obscure. The book includes information on all thirty current teams, as well as a special section covering legendary clubs like the Brooklyn Dodgers and Washington Senators. Neyer's Big Book is an unparalleled reference for settling the debates that arise every day in the lives of baseball fans.

    It's a thinking game. It's also a shifting game. Nowhere is this more evident than in the statistical revolution which has swept through the pastime in recent years, bringing metrics like WAR, OPS, and BABIP into front offices and living rooms alike. So what's on the horizon for a game that is constantly evolving? Positioned at the crossroads of sabermetrics and cognitive science, The Shift alters the trajectory of both traditional and analytics-based baseball thought. With a background in clinical psychology as well as experience in major league front offices, Baseball Prospectus' Russell Carleton illuminates advanced statistics and challenges cultural assumptions, demonstrating along the way that data and logic need not be at odds with the human elements of baseball—in fact, they're inextricably intertwined. Covering topics ranging from infield shifts to paradigm shifts, Carleton writes with verve, honesty, and an engaging style, inviting all those who love the game to examine it deeply and maybe a little differently. Data becomes digestible; intangibles are rendered not only accessible, but quantifiable. Casual fans and statheads alike will not want to miss this compelling meditation on what makes baseball tick.

    With the sophisticated algorithms in this book, you can write smart programs to access interesting datasets from other web sites, collect data from users of your own applications, and analyze and understand the data once you've found it.Programming Collective Intelligence takes you into the world of machine learning and statistics, and explains how to draw conclusions about user experience, marketing, personal tastes, and human behavior in general -- all from information that you and others collect every day. Each algorithm is described clearly and concisely with code that can immediately be used on your web site, blog, Wiki, or specialized application. This book explains:Collaborative filtering techniques that enable online retailers to recommend products or media Methods of clustering to detect groups of similar items in a large dataset Search engine features -- crawlers, indexers, query engines, and the PageRank algorithm Optimization algorithms that search millions of possible solutions to a problem and choose the best one Bayesian filtering, used in spam filters for classifying documents based on word types and other features Using decision trees not only to make predictions, but to model the way decisions are made Predicting numerical values rather than classifications to build price models Support vector machines to match people in online dating sites Non-negative matrix factorization to find the independent features in a dataset Evolving intelligence for problem solving -- how a computer develops its skill by improving its own code the more it plays a game Each chapter includes exercises for extending the algorithms to make them more powerful. Go beyond simple database-backed applications and put the wealth of Internet data to work for you. "Bravo! I cannot think of a better way for a developer to first learn these algorithms and methods, nor can I think of a better way for me (an old AI dog) to reinvigorate my knowledge of the details."-- Dan Russell, Google "Toby's book does a great job of breaking down the complex subject matter of machine-learning algorithms into practical, easy-to-understand examples that can be directly applied to analysis of social interaction across the Web today. If I had this book two years ago, it would have saved precious time going down some fruitless paths."-- Tim Wolters, CTO, Collective Intellect

    With this book, you'll learn how to load data, assemble and disassemble data objects, navigate R's environment system, write your own functions, and use all of R's programming tools.RStudio Master Instructor Garrett Grolemund not only teaches you how to program, but also shows you how to get more from R than just visualizing and modeling data. You'll gain valuable programming skills and support your work as a data scientist at the same time.Work hands-on with three practical data analysis projects based on casino gamesStore, retrieve, and change data values in your computer's memoryWrite programs and simulations that outperform those written by typical R usersUse R programming tools such as if else statements, for loops, and S3 classesLearn how to write lightning-fast vectorized R codeTake advantage of R's package system and debugging toolsPractice and apply R programming concepts as you learn them

    Let the top rowing coaches and scientists in the world steer you to ultimate success, starting with sound training and racing principles and adding increasingly advanced instruction, drills, and insights all the way to the finish.Rowing Faster is the most comprehensive and detailed guide for achieving excellence in the sport. Inside you'll find the following advice: -Techniques, drills, and progressions used by World and Olympic champions to master every phase of the stroke-Tests to assess your rowing fitness and workouts to develop an aerobic base, increase anaerobic threshold, improve VO2max, and build rowing-specific strength and power-A rowing periodization plan to sequence all the training components into a complete training program to maximize boat speed for 1000 meters, 2000 meters, and head racing-Racing plans and tactics that have been proven successful at the highest levels of competitionCut through the water faster than ever. Rowing Faster will boost your speed and performance to the highest level.

    To reach this unique audience, Whitlock and Schluter motivate learning with interesting biological and medical examples; they emphasize intuitive understanding; and they focus on real data. The book covers basic topics in introductory statistics, including graphs, confidence intervals, hypothesis testing, comparison of means, regression, and designing experiments. It also introduces the principles behind such modern topics as likelihood, linear models, meta-analysis and computer-intensive methods. Instructors and students consistently praise the book's clear and engaging writing, strong visualization techniques, and its variety of fascinating and relevant biological examples.

    No statistical knowledge is required, and your programming skills can range from hobbyist to pro.Along the way, you'll learn about functional and object-oriented programming, running mathematical simulations, and rearranging complex data into simpler, more useful formats. You'll also learn to: Create artful graphs to visualize complex data sets and functions Write more efficient code using parallel R and vectorization Interface R with C/C++ and Python for increased speed or functionality Find new R packages for text analysis, image manipulation, and more Squash annoying bugs with advanced debugging techniques Whether you're designing aircraft, forecasting the weather, or you just need to tame your data, The Art of R Programming is your guide to harnessing the power of statistical computing.