50 years of data science
D Donoho - Journal of Computational and Graphical Statistics, 2017 - Taylor & Francis
More than 50 years ago, John Tukey called for a reformation of academic statistics. In “The
Future of Data Analysis,” he pointed to the existence of an as-yet unrecognized science …
Future of Data Analysis,” he pointed to the existence of an as-yet unrecognized science …
Big ideas in sports analytics and statistical tools for their investigation
Sports analytics—broadly defined as the pursuit of improvement in athletic performance
through the analysis of data—has expanded its footprint both in the professional sports …
through the analysis of data—has expanded its footprint both in the professional sports …
A survey of content-aware video analysis for sports
HC Shih - IEEE Transactions on circuits and systems for video …, 2017 - ieeexplore.ieee.org
Sports data analysis is becoming increasingly large scale, diversified, and shared, but
difficulty persists in rapidly accessing the most crucial information. Previous surveys have …
difficulty persists in rapidly accessing the most crucial information. Previous surveys have …
[BOOK][B] Modern data science with R
Modern Data Science with R is a comprehensive data science textbook for undergraduates
that incorporates statistical and computational thinking to solve real-world problems with …
that incorporates statistical and computational thinking to solve real-world problems with …
[BOOK][B] Handbook of statistical methods and analyses in sports
J Albert, ME Glickman, TB Swartz, RH Koning - 2017 - books.google.com
This handbook will provide both overviews of statistical methods in sports and in-depth
treatment of critical problems and challenges confronting statistical research in sports. The …
treatment of critical problems and challenges confronting statistical research in sports. The …
Predictors of ulnar collateral ligament reconstruction in Major League Baseball pitchers
Background: Ulnar collateral ligament (UCL) reconstruction surgeries in Major League
Baseball (MLB) have increased significantly in recent decades. Although several risk factors …
Baseball (MLB) have increased significantly in recent decades. Although several risk factors …
[PDF][PDF] 50 years of Data Science
D Donoho - URL http://courses. csail. mit. edu/18, 2015 - smallake.kr
More than 50 years ago, John Tukey called for a reformation of academic statistics. In 'The
Future of Data Analysis', he pointed to the existence of an as-yet unrecognized science …
Future of Data Analysis', he pointed to the existence of an as-yet unrecognized science …
Beyond Moneyball to social capital inside and out: The value of differentiated workforce experience ties to performance
The differential impact of social capital among employees in strategic and support roles has
received far less attention than that of human capital in talent management literature …
received far less attention than that of human capital in talent management literature …
[BOOK][B] Sports analytics and data science: winning the game with methods and models
TW Miller - 2015 - books.google.com
This is a complete, practical guide to sports data science and modeling, with examples from
sports industry economics, marketing, management, performance measurement, and …
sports industry economics, marketing, management, performance measurement, and …
Verbal aggressions against Major League Baseball umpires affect their decision making
Excessively criticizing a perceived unfair decision is considered to be common behavior
among people seeking to restore fairness. However, the effectiveness of this strategy …
among people seeking to restore fairness. However, the effectiveness of this strategy …