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Teaching Statistics Using Baseball
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Book Synopsis Teaching Statistics Using Baseball by : Jim Albert
Download or read book Teaching Statistics Using Baseball written by Jim Albert and published by American Mathematical Society. This book was released on 2022-02-04 with total page 257 pages. Available in PDF, EPUB and Kindle. Book excerpt: Teaching Statistics Using Baseball is a collection of case studies and exercises applying statistical and probabilistic thinking to the game of baseball. Baseball is the most statistical of all sports since players are identified and evaluated by their corresponding hitting and pitching statistics. There is an active effort by people in the baseball community to learn more about baseball performance and strategy by the use of statistics. This book illustrates basic methods of data analysis and probability models by means of baseball statistics collected on players and teams. Students often have difficulty learning statistics ideas since they are explained using examples that are foreign to the students. The idea of the book is to describe statistical thinking in a context (that is, baseball) that will be familiar and interesting to students. The book is organized using a same structure as most introductory statistics texts. There are chapters on the analysis on a single batch of data, followed with chapters on comparing batches of data and relationships. There are chapters on probability models and on statistical inference. The book can be used as the framework for a one-semester introductory statistics class focused on baseball or sports. This type of class has been taught at Bowling Green State University. It may be very suitable for a statistics class for students with sports-related majors, such as sports management or sports medicine. Alternately, the book can be used as a resource for instructors who wish to infuse their present course in probability or statistics with applications from baseball. The second edition of Teaching Statistics follows the same structure as the first edition, where the case studies and exercises have been replaced by modern players and teams, and the new types of baseball data from the PitchFX system and fangraphs.com are incorporated into the text.
Book Synopsis Teaching Statistics Using Baseball, 2nd Edition by : James Albert
Download or read book Teaching Statistics Using Baseball, 2nd Edition written by James Albert and published by The Mathematical Association of America. This book was released on 2017-02-28 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book illustrates basic methods of data analysis and probability models by means of baseball statistics collected on players and teams. The idea of the book is to describe statistical thinking in a context that will be familiar and interesting to students. The second edition of Teaching Statistics follows the same structure as the first edition, where the case studies and exercises have been replaced by modern players and teams, and the new types of baseball data from the PitchFX system and fangraphs.com are incorporated into the text.
Book Synopsis A Guide to Teaching Statistics by : Michael R. Hulsizer
Download or read book A Guide to Teaching Statistics written by Michael R. Hulsizer and published by John Wiley & Sons. This book was released on 2009-01-30 with total page 280 pages. Available in PDF, EPUB and Kindle. Book excerpt: A Guide to Teaching Statistics: Innovations and BestPractices addresses the critical aspects of teaching statisticsto undergraduate students, acting as an invaluable tool for bothnovice and seasoned teachers of statistics. Guidance on textbook selection, syllabus construction, andcourse outline Classroom exercises, computer applications, and Internetresources designed to promote active learning Tips for incorporating real data into course content Recommendations on integrating ethics and diversity topics intostatistics education Strategies to assess student's statistical literacy, thinking,and reasoning skills Additional material online at ahref="http://www.teachstats.org/"www.teachstats.org/a
Book Synopsis Anthology of Statistics in Sports by : Jim Albert
Download or read book Anthology of Statistics in Sports written by Jim Albert and published by SIAM. This book was released on 2005-01-01 with total page 327 pages. Available in PDF, EPUB and Kindle. Book excerpt: The unlikely worlds of sports fans and statisticians collide in this interesting and accessible collection of previously published articles on the use of statistics to analyze sports, which the editors have thoughtfully culled from a variety of American Statistical Association (ASA) publications. Heavily weighted in the areas of competition (rating players and teams, evaluating strategies for victory), the articles vary in mathematical complexity, but most will be accessible to readers with a general knowledge of statistics. Newly written material from the editors and other notable contributors introduces each section of the book, and a chapter with suggestions on using the articles in the classroom is included. Organized by sport to make it easy for readers to find the papers in their particular areas of interest, Anthology of Statistics in Sports contains separate sections devoted to the major North American team sports of baseball, football, basketball, and ice hockey. Two additional sections cover miscellaneous sports and more general issues related to sports and statistics. This book grew from the efforts of members of the ASA Section on Statistics in Sports, which is dedicated to promoting high professional standards in the application of statistics to sports and fostering statistical education in sports.
Book Synopsis Analyzing Baseball Data with R, Second Edition by : Max Marchi
Download or read book Analyzing Baseball Data with R, Second Edition written by Max Marchi and published by CRC Press. This book was released on 2018-11-19 with total page 318 pages. Available in PDF, EPUB and Kindle. Book excerpt: Analyzing Baseball Data with R Second Edition introduces R to sabermetricians, baseball enthusiasts, and students interested in exploring the richness of baseball data. It equips you with the necessary skills and software tools to perform all the analysis steps, from importing the data to transforming them into an appropriate format to visualizing the data via graphs to performing a statistical analysis. The authors first present an overview of publicly available baseball datasets and a gentle introduction to the type of data structures and exploratory and data management capabilities of R. They also cover the ggplot2 graphics functions and employ a tidyverse-friendly workflow throughout. Much of the book illustrates the use of R through popular sabermetrics topics, including the Pythagorean formula, runs expectancy, catcher framing, career trajectories, simulation of games and seasons, patterns of streaky behavior of players, and launch angles and exit velocities. All the datasets and R code used in the text are available online. New to the second edition are a systematic adoption of the tidyverse and incorporation of Statcast player tracking data (made available by Baseball Savant). All code from the first edition has been revised according to the principles of the tidyverse. Tidyverse packages, including dplyr, ggplot2, tidyr, purrr, and broom are emphasized throughout the book. Two entirely new chapters are made possible by the availability of Statcast data: one explores the notion of catcher framing ability, and the other uses launch angle and exit velocity to estimate the probability of a home run. Through the book’s various examples, you will learn about modern sabermetrics and how to conduct your own baseball analyses. Max Marchi is a Baseball Analytics Analyst for the Cleveland Indians. He was a regular contributor to The Hardball Times and Baseball Prospectus websites and previously consulted for other MLB clubs. Jim Albert is a Distinguished University Professor of statistics at Bowling Green State University. He has authored or coauthored several books including Curve Ball and Visualizing Baseball and was the editor of the Journal of Quantitative Analysis of Sports. Ben Baumer is an assistant professor of statistical & data sciences at Smith College. Previously a statistical analyst for the New York Mets, he is a co-author of The Sabermetric Revolution and Modern Data Science with R.
Download or read book Analyzing Baseball Data with R written by and published by CRC Press. This book was released on 2018-01-17 with total page 354 pages. Available in PDF, EPUB and Kindle. Book excerpt: With its flexible capabilities and open-source platform, R has become a major tool for analyzing detailed, high-quality baseball data. Analyzing Baseball Data with R provides an introduction to R for sabermetricians, baseball enthusiasts, and students interested in exploring the rich sources of baseball data. It equips readers with the necessary skills and software tools to perform all of the analysis steps, from gathering the datasets and entering them in a convenient format to visualizing the data via graphs to performing a statistical analysis. The authors first present an overview of publicly available baseball datasets and a gentle introduction to the type of data structures and exploratory and data management capabilities of R. They also cover the traditional graphics functions in the base package and introduce more sophisticated graphical displays available through the lattice and ggplot2 packages. Much of the book illustrates the use of R through popular sabermetrics topics, including the Pythagorean formula, runs expectancy, career trajectories, simulation of games and seasons, patterns of streaky behavior of players, and fielding measures. Each chapter contains exercises that encourage readers to perform their own analyses using R. All of the datasets and R code used in the text are available online. This book helps readers answer questions about baseball teams, players, and strategy using large, publically available datasets. It offers detailed instructions on downloading the datasets and putting them into formats that simplify data exploration and analysis. Through the book’s various examples, readers will learn about modern sabermetrics and be able to conduct their own baseball analyses.
Book Synopsis Biomechanical Principles and Applications in Sports by : Jani Macari Pallis
Download or read book Biomechanical Principles and Applications in Sports written by Jani Macari Pallis and published by Springer Nature. This book was released on 2019-09-11 with total page 321 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides an overview of biomedical applications in sports, including reviews of the current state-of-the art methodologies and research areas. Basic principles with specific case studies from different types of sports as well as suggested student activities and homework problems are included. Equipment design and manufacturing, quantitative evaluation methods, and sports medicine are given special focus. Biomechanical Principles and Applications in Sports can be used as a textbook in a sports technology or sports engineering program, and is also ideal for graduate students and researchers in biomedical engineering, physics, and sports physiology. It can also serve as a useful reference for professional athletes and coaches interested in gaining a deeper understanding of biomechanics and exercise physiology to improve athletic performance.
Book Synopsis Mathematics in Games, Sports, and Gambling by : Ronald J. Gould
Download or read book Mathematics in Games, Sports, and Gambling written by Ronald J. Gould and published by CRC Press. This book was released on 2015-10-28 with total page 376 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mathematics in Games, Sports, and Gambling: The Games People Play, Second Edition demonstrates how discrete probability, statistics, and elementary discrete mathematics are used in games, sports, and gambling situations. With emphasis on mathematical thinking and problem solving, the text draws on numerous examples, questions, and problems to expla
Download or read book Sandlot Stats written by Stanley Rothman and published by JHU Press. This book was released on 2012-09-17 with total page 586 pages. Available in PDF, EPUB and Kindle. Book excerpt: As Derek Jeter strolls toward the plate, the announcer tosses out a smattering of statistics—from hitting streaks to batting averages. But what do the numbers mean? And how can America’s favorite pastime be a model for learning about statistics? Sandlot Stats is an innovative textbook that explains the mathematical underpinnings of baseball so that students can understand the world of statistics and probability. Carefully illustrated and filled with exercises and examples, this book teaches the fundamentals of probability and statistics through the feats of baseball legends such as Hank Aaron, Joe DiMaggio, and Ted Williams—and more recent players such as Barry Bonds, Albert Pujols, and Alex Rodriguez. Exercises require only pen-and-paper or Microsoft Excel to perform the analyses. Sandlot Stats covers all the bases, including• descriptive and inferential statistics• linear regression and correlation• probability• sports betting• probability distribution functions• sampling distributions• hypothesis testing• confidence intervals• chi-square distribution Sandlot Stats offers information covered in most introductory statistics books, yet is peppered with interesting facts from the history of baseball to enhance the interest of the student and make learning fun.
Book Synopsis Literacy and Learning in the Content Areas by : Sharon Kane
Download or read book Literacy and Learning in the Content Areas written by Sharon Kane and published by Taylor & Francis. This book was released on 2017-07-05 with total page 417 pages. Available in PDF, EPUB and Kindle. Book excerpt: The 3rd Edition of Literacy & Learning in the Content Areas helps readers build the knowledge, motivation, tools, and confidence they need as they integrate literacy into their middle and high school content area classrooms. Its unique approach to teaching content area literacy actively engages preservice and practicing teachers in reading and writing and the very activities that they will use to teach literacy to their own studentsin middle and high school classrooms . Rather than passively learning about strategies for incorporating content area literacy activities, readers get hands-on experience in such techniques as mapping/webbing, anticipation guides, booktalks, class websites, and journal writing and reflection. Readers also learn how to integrate children's and young adult literature, primary sources, biographies, essays, poetry, and online content, communities, and websites into their classrooms. Each chapter offers concrete teaching examples and practical suggestions to help make literacy relevant to students' content area learning. Author Sharon Kane demonstrates how relevant reading, writing, speaking, listening, and visual learning activities can improve learning in content area subjects and at the same time help readers meet national content knowledge standards and benchmarks.
Book Synopsis There Is an I in Team by : Mark de Rond
Download or read book There Is an I in Team written by Mark de Rond and published by Harvard Business Press. This book was released on 2012-06-12 with total page 224 pages. Available in PDF, EPUB and Kindle. Book excerpt: Foreword by Richard Hytner, Deputy Chairman, Saatchi & Saatchi Worldwide We’ve all worked with one—a smart and immensely talented individual who brings enormous value to the organization. The problem? He’s an awful teammate. So as a leader, do you consider this key player toxic or irreplaceable? There Is an I in Team explores the relationship between individual and team—asking the question, How can we harness the talent of individual performers into a cohesive, productive team that creates overall value? And why are so many of our assumptions about teams wrong? Business challenges like this one mimic many of the issues facing sports teams, though admittedly the sports metaphors most commonly used in business are trite and superficial comparisons. What’s needed are real and substantial lessons that managers actually can take from the world of high-performance sports and use in an everyday work environment. This book meets that need. University of Cambridge professor Mark de Rond has combined cutting-edge social and psychological research with rich stories from world-class sports teams, coaches, athletes, and even business executives. The result challenges our most popular notions about teams. Equally critical, it teaches an innovative way to transform team potential into measurable business advantage. You’ll learn: • Why there is an I in team—and why that matters • Why an ideal team is rarely comprised of the best individual performers • Why conflict happens even when intentions are perfectly aligned • Why likability can trump competence even in technically sophisticated environments • Why a focus on interpersonal harmony can actually hurt team performance • Why data and sophisticated statistical tools are unlikely to eliminate the role of intuition At once readable and teachable, There Is an I in Team will strengthen your understanding of the issues that permeate teams of high-performers, and it will help you apply these new insights to your own work—giving you and your team an edge over the competition.
Book Synopsis Navigating the Doctoral Journey by : Amanda J. Rockinson-Szapkiw
Download or read book Navigating the Doctoral Journey written by Amanda J. Rockinson-Szapkiw and published by Rowman & Littlefield. This book was released on 2014-06-11 with total page 226 pages. Available in PDF, EPUB and Kindle. Book excerpt: This co-edited book provides doctoral candidates with a practical, cross-discipline handbook for successfully navigating the doctoral process – from initial program selection to the final dissertation defense and preparing for the faculty interview. Invited chapters from established higher education experts cover topics ranging from university and program selection, preparing for comprehensive exams and dissertation research, self-care and self-management strategies, and recommendations for maintaining personal and professional support systems. Each chapter includes strategies for success and practical tips, including how to create a study guide for the comprehensive examination, how to create a professional support group, how to talk to your family about the doctoral process, how to select and work with a chair and committee, how to identify an appropriate research design, how to navigate the IRB process, and how to master the research and writing process.
Download or read book Sandlot Stats written by Stanley Rothman and published by . This book was released on 2012-12-01 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Understanding Modern Mathematics by : Saul Stahl
Download or read book Understanding Modern Mathematics written by Saul Stahl and published by Jones & Bartlett Learning. This book was released on 2007 with total page 284 pages. Available in PDF, EPUB and Kindle. Book excerpt: Understanding Modern Mathematics is an exceptional collection of topics meant to better acquaint students with mathematics through an exposure to its applications and an analysis of its culture. The text provides an in-depth focus on such key topics as probability, statistics, voting systems, game theory, and linear programming. Two additional chapters on geometry and symmetry can be found on the text's web site, providing students the opportunity to see the 3-dimensional geometric figures in full color. The text provides students with an understanding of how these important mathematical topics are relevant in their everyday lives while emphasizing the history of mathematics . Understanding Modern Mathematics is the perfect complement to any Liberal Arts Mathematics course. Click Here to View Chapter 6 Click Here to View Chapter 7
Book Synopsis Mathematics Old and New by : Saul Stahl
Download or read book Mathematics Old and New written by Saul Stahl and published by Courier Dover Publications. This book was released on 2017-07-24 with total page 400 pages. Available in PDF, EPUB and Kindle. Book excerpt: Introductory treatment for undergraduates provides insightful expositions of specific applications of mathematics and elements of mathematical history and culture. Topics include probability, statistics, voting systems game theory, geometry, Egyptian arithmetic, and more. 2016 edition.
Book Synopsis 2015 U.S. Higher Education Faculty Awards, Vol. 3 by : Faculty Awards
Download or read book 2015 U.S. Higher Education Faculty Awards, Vol. 3 written by Faculty Awards and published by CRC Press. This book was released on 2022-09-01 with total page 859 pages. Available in PDF, EPUB and Kindle. Book excerpt: Created by professors for professors, the Faculty Awards compendium is the first and only university awards program in the United States based on faculty peer evaluations. The Faculty Awards series recognizes and rewards outstanding faculty members at colleges and universities across the United States. Voting was not open to students or the public at large.
Book Synopsis Analyzing Baseball Data with R by : Max Marchi
Download or read book Analyzing Baseball Data with R written by Max Marchi and published by CRC Press. This book was released on 2018-12-03 with total page 342 pages. Available in PDF, EPUB and Kindle. Book excerpt: "The book will be of interest to basefall fans who want to learn some sabermetrics, and also people who know sabermetrics but would like to use R in their data exploration. One reason why students aren't working on baseball data is that the relevant datasets are very large. By learning R through our book, they will be encouraged to do more baseball research on their own"--
