Sports Analytics, Leonard C MacLean, William T Ziemba

Автор: Leonard C MacLean, William T Ziemba
Название: Sports Analytics
ISBN: 981124751X ISBN-13(EAN): 9789811247514
Издательство: World Scientific Publishing
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Цена: 18564.00 р.
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Описание:

This book is a collection of applications of analytic techniques to a number of popular sports including baseball, basketball, hockey, Jai Alai, NFL football and horseracing. We focus on both the statistics of the sporting events and betting strategies on the events. The subject is fascinating as there are many twists and subtle complicated decisions.

Sports analytics applies mathematical and statistical methods to important questions in the structure and performance of sporting activities using the same basic methods and approaches as data analysts in other disciplines.

Sports games and events are a fruitful area for study and to evaluate betting strategies as there is extensive data and mean reversion. With prices changing continuously, risk arbitrage bets can be made. Moreover, little errors, like a penalty to a player or an error in a call by a referee, can change the score of a game and corresponding betting prices. The collection and analysis of in-game data can inform players, coaches and staff on effective decision making during sporting events.

Novel features of the book include: an analysis of who were the greatest baseball batters; analyses of the players most important to team success (and they are not necessarily the best players) in basketball, NFL football and hockey; a tutorial on risk arbitrage and its applications to NFL football and NBA basketball; a discussion of many ad hoc decision rules by coaches and players and what was really optimal; in the racing section we discuss breeding, the analysis of various bets like the Rainbow and ordinary Pick 6, a discussion and betting on the most important races and a visit to the Breeders' Cup with Ed Thorp to demonstrate the place and show system in action.

Автор: Parul Gandhi; Surbhi Bhatia; Kapil Dev;
Название: Data driven decision making using analytics
ISBN: 1032058277 ISBN-13(EAN): 9781032058276
Издательство: Taylor&Francis
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Цена: 17609.00 р.
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Описание: This book aims to explain Data Analytics towards decision making in terms of models and algorithms, theoretical concepts, applications, experiments in relevant domains or focused on specific issues. It explores the concepts of database technology, machine learning, knowledge-based system, high performance computing, information retrieval, finding patterns hidden in large datasets and data visualization. Also, it presents various paradigms including pattern mining, clustering, classification, and data analysis. Overall aim is to provide technical solutions in the field of data analytics and data mining.Features:Covers descriptive statistics with respect to predictive analytics and business analytics.Discusses different data analytics platforms for real-time applications.Explain SMART business models.Includes algorithms in data sciences alongwith automated methods and models.Explores varied challenges encountered by researchers and businesses in the realm of real-time analytics.This book aims at researchers and graduate students in data analytics, data sciences, data mining, and signal processing.

Автор: Walters Edward J.
Название: Data-Driven Law: Data Analytics and the New Legal Services
ISBN: 1032095008 ISBN-13(EAN): 9781032095004
Издательство: Taylor&Francis
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Цена: 7195.00 р.
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Описание: Data has reshaped industries around the world, from finance and medicine to sports. Law has trailed behind other industries, but is quickly following suit. For many years, law firms made important decisions - including very large decisions - based on limited experience (at best), or hunches (at worst). Data science is growing quickly in law firm