03133nam 2200505 450 991081631690332120230308213219.09781804410776(electronic bk.)9781804410769(MiAaPQ)EBC30226856(Au-PeEL)EBL30226856(CKB)25299089200041(EXLCZ)992529908920004120221112h20222020 uy 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierEthical practice of statistics and data science /by Rochelle E. Tractenberg1st ed.Bradford :Ethics International Press Limited,2022.©2022.1 online resource (684 pages) illustrationsPrint version: Tractenberg, Rochelle Ethical Practice of Statistics and Data Science Bradford : Ethics International Press Limited,c2022 9781804410769 Includes bibliographical references.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. This is a companion volume to Ethical Reasoning For A Data-Centered World, also published by Ethics International Press (2022). These are the first and only books to be based on, and to provide guidance to, the ASA and ACM Ethical Guidelines/Code of Ethics. --Provided bypublisher.StatisticsMoral and ethical aspectsStatisticsMoral and ethical aspectsCase studiesBig data x Moral and ethical aspectsBig data x Moral and ethical aspectsCase studiesStatisticsMoral and ethical aspects.StatisticsMoral and ethical aspectsBig data x Moral and ethical aspects.Big data x Moral and ethical aspects005.7005.7Tractenberg Rochelle E.1649459Ethics International Press,MiAaPQMiAaPQMiAaPQ9910816316903321Ethical practice of statistics and data science4018063UNINA