LEADER 03133nam 2200505 450 001 9910796067303321 005 20230308213219.0 010 $a9781804410776$b(electronic bk.) 010 $z9781804410769 035 $a(MiAaPQ)EBC30226856 035 $a(Au-PeEL)EBL30226856 035 $a(CKB)25299089200041 035 $a(EXLCZ)9925299089200041 100 $a20221112h20222020 uy 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aEthical practice of statistics and data science /$fby Rochelle E. Tractenberg 205 $a1st ed. 210 1$aBradford :$cEthics International Press Limited,$d2022. 210 4$dİ2022. 215 $a1 online resource (684 pages) $cillustrations 311 08$aPrint version: Tractenberg, Rochelle Ethical Practice of Statistics and Data Science Bradford : Ethics International Press Limited,c2022 9781804410769 320 $aIncludes bibliographical references. 330 $aEthical Practice of Statistics and Data Science is intended to prepare people to fully assume their responsibilities to practice statistics and data science ethically. Aimed at early career professionals, practitioners, and mentors or supervisors of practitioners, the book supports the ethical practice of statistics and data science, with an emphasis on how to earn the designation of, and recognize, "the ethical practitioner". The book features 47 case studies, each mapped to the Data Science Ethics Checklist (DSEC); Data Ethics Framework (DEFW); the American Statistical Association (ASA) Ethical Guidelines for Statistical Practice; and the Association of Computing Machinery (ACM) Code of Ethics. It is necessary reading for students enrolled in any data intensive program, including undergraduate or graduate degrees in (bio-)statistics, business/analytics, or data science. Managers, leaders, supervisors, and mentors who lead data-intensive teams in government, industry, or academia would also benefit greatly from this book. This is a companion volume to Ethical Reasoning For A Data-Centered World, also published by Ethics International Press (2022). These are the first and only books to be based on, and to provide guidance to, the ASA and ACM Ethical Guidelines/Code of Ethics. --$cProvided bypublisher. 606 $aStatistics$xMoral and ethical aspects 606 $aStatistics$xMoral and ethical aspects$vCase studies 606 $aBig data x Moral and ethical aspects 606 $aBig data x Moral and ethical aspects$vCase studies 615 0$aStatistics$xMoral and ethical aspects. 615 0$aStatistics$xMoral and ethical aspects 615 0$aBig data x Moral and ethical aspects. 615 0$aBig data x Moral and ethical aspects 676 $a005.7 676 $a005.7 700 $aTractenberg$b Rochelle E.$01462670 712 02$aEthics International Press, 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 912 $a9910796067303321 996 $aEthical practice of statistics and data science$93671817 997 $aUNINA