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Business Experiments with R.

Business Experiments with R.

・ISBN 978-1-119-68970-6 hard US$ 143.95

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お気に入り
著者・編者McCullough, B. D.,
出版社(Wiley, US)
出版年月2021.03
ページ数384 pp.
言語ENG
ニュース番号<661-L590 661-P969>

解説

BUSINESS EXPERIMENTS with R

A unique text that simplifies experimental business design and is dedicated to the R language

Business Experiments with R offers a guide to, and explores the fundamentals of experimental business designs. The book fills a gap in the literature to provide a text on the topic of business statistics that addresses issues such as small samples, lack of normality, and data confounding. The author-a noted expert on the topic-puts the focus on the A/B tests (and their variants) that are widely used in industry, but not typically covered in business statistics textbooks.

The text contains the tools needed to design and analyze two-treatment experiments (i.e., A/B tests) to answer business questions. The author highlights the strategic and technical issues involved in designing experiments that will truly affect organizations. The book then builds on the foundation in Part I and expands the multivariable testing. Since today's companies are using experiments to solve a broad range of problems, Business Experiments with R is an essential resource for any business student. This important text:

  • Presents the key ideas that business students need to know about experiments
  • Offers a series of examples, focusing on a specific business question
  • Helps develop the ability to frame ill-defined problems and determine what data and analysis would provide information about that problem
  • Written for students of general business, marketing, and business analytics, Business Experiments with R is an important text that helps to answer business questions by highlighting the strategic and technical issues involved in designing experiments that will truly affect organizations.