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The Sabermetric Revolution
The authors look at the history of statistical analysis in baseball, how it can best be used today and how its it must evolve for the future.
Modern Data Science with R
From a review of the first edition: "Modern Data Science with R... is rich with examples and is guided by a strong narrative voice. What’s more, it presents an organizing framework that makes a convincing argument that data science is a course distinct from applied statistics" (The American Statistician). Modern Data Science with R is a comprehensive data science textbook for undergraduates that incorporates statistical and computational thinking to solve real-world data problems. Rather than focus exclusively on case studies or programming syntax, this book illustrates how statistical programming in the state-of-the-art R/RStudio computing environment can be leveraged to extract meaningfu...
Practical Statistics for Data Scientists
Statistical methods are a key part of of data science, yet very few data scientists have any formal statistics training. Courses and books on basic statistics rarely cover the topic from a data science perspective. This practical guide explains how to apply various statistical methods to data science, tells you how to avoid their misuse, and gives you advice on what's important and what's not. Many data science resources incorporate statistical methods but lack a deeper statistical perspective. If you’re familiar with the R programming language, and have some exposure to statistics, this quick reference bridges the gap in an accessible, readable format. With this book, you’ll learn: Why ...
Analyzing Baseball Data with R, Second Edition
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. Mu...
The Lineup
Focusing on the ten most influential baseball books of all time, this volume explores how these landmark works changed the game itself and made waves in American society at large. Satchel Paige's Pitchin' Man informed the dialog surrounding integration. Ring Lardner's You Know Me Al changed the way Americans viewed their baseball heroes and influenced the work of Hemingway and Fitzgerald. Bill James's Baseball Abstract transformed the way managers--including those in fields other than baseball--analyzed numbers. Pete Rose's My Story and My Prison Without Bars exposed and deepened a cultural divide that paved the way for Donald Trump.
Flawed Convictions
This book surveys the scientific, cultural, and legal history of Shaken Baby Syndrome from inception to formal dissolution. It exposes extraordinary failings in the criminal justice system's treatment of what is, in essence, a medical diagnosis of murder.--Publisher's description.
R for Data Science
Cover -- Copyright -- Table of Contents -- Preface -- What You Will Learn -- How This Book Is Organized -- What You Won't Learn -- Big Data -- Python, Julia, and Friends -- Nonrectangular Data -- Hypothesis Confirmation -- Prerequisites -- R -- RStudio -- The Tidyverse -- Other Packages -- Running R Code -- Getting Help and Learning More -- Acknowledgments -- Online Version -- Conventions Used in This Book -- Using Code Examples -- O'Reilly Online Learning -- How to Contact Us -- Part I. Explore -- Chapter 1. Data Visualization with ggplot2 -- Introduction -- Prerequisites -- First Steps -- The mpg Data Frame -- Creating a ggplot -- A Graphing Template -- Exercises -- Aesthetic Mappings -- E...
Trillion Dollar Economists
A detailed look at how economists shaped the world, and how the legacy continues Trillion Dollar Economists explores the prize-winning ideas that have shaped business decisions, business models, and government policies, expanding the popular idea of the economist's role from one of forecaster to one of innovator. Written by the former Director of Economic Research at Bloomberg Government, the Kauffman Foundation and the Brookings Institution, this book describes the ways in which economists have helped shape the world – in some cases, dramatically enough to be recognized with a Nobel Prize or Clark Medal. Detailed discussion of how economists think about the world and the pace of future in...
Get in the Game
An award-winning math popularizer, who has advised the US Olympic Committee, NFL, and NBA, offers sports fans a new way to understand truly improbable feats in their favorite games. In 2013, NBA point guard Steph Curry wowed crowds when he sunk 11 out of 13 three-pointers for a game total of 54 points—only seven other players, including Michael Jordan and Kobe Bryant, had scored more in a game at Madison Square Garden. Four years later, the University of Connecticut women’s basketball team won its hundredth straight game, defeating South Carolina 66–55. And in 2010, one forecaster—an octopus named Paul—correctly predicted the outcome of all of Germany’s matches in the FIFA World ...
101 Careers in Mathematics: Fourth Edition
What can you do with a degree in math? This book addresses this question with 125 career profiles written by people with degrees and backgrounds in mathematics. With job titles ranging from sports analyst to science writer to inventory specialist to CEO, the volume provides ample evidence that one really can do nearly anything with a degree in mathematics. These professionals share how their mathematical education shaped their career choices and how mathematics, or the skills acquired in a mathematics education, is used in their daily work. The degrees earned by the authors profiled here are a good mix of bachelors, masters, and PhDs. With 114 completely new profiles since the third edition, the careers featured within accurately reflect current trends in the job market. College mathematics faculty, high school teachers, and career counselors will all find this a useful resource. Career centers, mathematics departments, and student lounges should have a copy available for student browsing. In addition to the career profiles, the volume contains essays from career counseling professionals on the topics of job-searching, interviewing, and applying to graduate school.
