Ethical reasoning for a data-centered world / / by Rochelle E. Tractenberg, PhD, MPH, PhD, PStat®, FASA, FAAAS

• Autore: Tractenberg Rochelle E.
• Pubblicazione: Ethics International Press, 2022; [Bradford, UK] : , : Ethics International Press Ltd, , 2022; ©2022
• Edizione: 1st edition
• Descrizione fisica: 1 online resource (xx, 384 pages) : illustrations, charts
• Disciplina: 174.90904
• Soggetto topico: Data mining; Ethics
• Nota di bibliografia: Includes bibliographical references (pages 378-384).
• Nota di contenuto: Section 1. Background and introduction -- Section 2. Establishing familiarity with ASA and ACM principles/elements as they relate to the seven tasks of the statistics and data science pipeline: anticipating what problems may arise -- Section 3. Ethical reasoning using ASA and ACM principles/elements: case vignettes.
• Sommario/riassunto: "The American Statistical Association (ASA) and the Association of Computing Machinery (ACM) have longstanding ethical practice standards that are explicitly intended to be utilized by all who use statistical practices or computing, or both. Since statistics and computing are critical in any data-centered activity, these practice standards are essential to instruction in the uses of statistical practices or computing across disciplines. Ethical Reasoning For A Data-Centered World is aimed at any undergraduate or graduate students utilizing data. Whether the career goal is research, teaching, business, government, or a combination, this book presents a method for understanding and prioritizing ethical statistics, computing, and data science - featuring the ASA and ACM practice standards. To facilitate engagement, integration with prior learning, and authenticity, the material is organized around seven tasks: Planning/Designing; Data collection; Analysis; Interpretation; Reporting; Documenting; and Engaging in team work. This book is a companion volume to Ethical Practice of Statistics and Data Science, also published by Ethics International Press (2022). These are the first and only books to be based on, and to provide guidance to, the American Statistical Association (ASA) and Association of Computing Machinery (ACM) ethical guideline documents."--Provided by publisher.
• Titolo autorizzato: Ethical reasoning for a data-centered world
• ISBN: 9781804410790; 1804410799; 1-80441-079-9; 9781804410783; 1804410780
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910825037703321
• Lo trovi qui: Univ. Federico II