Название: Ethical Practice of Statistics and Data Science
Автор: Rochelle Tractenberg
Издательство: Ethics International Press
Год: 2022
Страниц: 484
Язык: английский
Формат: pdf (true)
Размер: 10.9 MB
Ethical Practice of Statistics and Data Science is intended to prepare people to fully assume their responsibilities to practice statistics and Data Science ethically. Aimed at early career professionals, practitioners, and mentors or supervisors of practitioners, the book supports the ethical practice of statistics and data science, with an emphasis on how to earn the designation of, and recognize, "the ethical practitioner". The book features 47 case studies, each mapped to the Data Science Ethics Checklist (DSEC); Data Ethics Framework (DEFW); the American Statistical Association (ASA) Ethical Guidelines for Statistical Practice; and the Association of Computing Machinery (ACM) Code of Ethics. It is necessary reading for students enrolled in any data intensive program, including undergraduate or graduate degrees in (bio-)statistics, business/analytics, or data science. Managers, leaders, supervisors, and mentors who lead data-intensive teams in government, industry, or academia would also benefit greatly from this book.