Download Analyzing Baseball Data with R, Second PDF Free ePUB

Analyzing Baseball Data with R, Second Edition (Chapman & Hall/CRC The R Series) image

Overview

Review

Comments

Download PDF

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.

Details e-book Analyzing Baseball Data with R, Second Edition

🗸 Author(s): Max Marchi,Jim Albert
🗸 Title: Analyzing Baseball Data with R, Second Edition (Chapman & Hall/CRC The R Series)
🗸 Rating : 4.8 from 5 stars (61 reviews)
🗸 Languange: English
🗸 Format ebook: PDF, EPUB, Kindle, Audio, HTML and MOBI
🗸 Supported Devices: Android, iOS, PC and Amazon Kindle

Readers' opinions about Analyzing Baseball Data with R, Second Edition by Max Marchi

Adisson Wright
Delve into the pages of this engrossing historical fiction novel, where the past comes alive in vivid detail. Set against the backdrop of a bygone era, the story follows the lives of ordinary people caught up in extraordinary events. With its richly drawn characters and immersive storytelling, this book offers a glimpse into a world long gone but not forgotten.

Kendal Jennings
Discover the secrets of successful entrepreneurship with this insightful guide to starting and growing a business. Packed with practical advice and real-world examples, the author shares invaluable wisdom gleaned from years of experience in the business world. Whether you're a seasoned entrepreneur or just starting out, this book is a valuable resource for anyone looking to build a successful venture.

Chesslie Miller
This captivating novel weaves together history and romance in a sweeping saga of love and loss set against the backdrop of war-torn Europe. As the world is torn apart by conflict, the lives of the protagonists are forever changed by the tumultuous events of the time. With its vivid imagery and poignant storytelling, this book is a moving tribute to the resilience of the human spirit.