The practice of reproducible research :: case studies and lessons from the data-intensive sciences /
"The Practice of Reproducible Research presents concrete examples of how researchers in the data-intensive sciences are working to improve the reproducibility of their research projects. Each of the thirty-one case studies in this volume describes the workflow that an author used to complete a...
Gespeichert in:
| Weitere Verfasser: | , , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Oakland, California :
University of California Press,
[2018]
|
| Schlagworte: | |
| Online-Zugang: | Volltext |
| Zusammenfassung: | "The Practice of Reproducible Research presents concrete examples of how researchers in the data-intensive sciences are working to improve the reproducibility of their research projects. Each of the thirty-one case studies in this volume describes the workflow that an author used to complete a real-world research project, highlighting how particular tools, ideas, and practices have been combined to support reproducibility. Authors emphasize the very practical how, rather than the why or what, of conducting reproducible research. Part 1 contains an accessible introduction to reproducible research, a basic reproducible research project template, and a synthesis of lessons learned from across the thirty-one case studies. Parts 2 and 3 focus on the case studies. The Practice of Reproducible Research is an invaluable resource for students and researchers who wish to better understand the practice of data-intensive sciences and learn how to make their own research more reproducible."--Provided by publisher. |
| Beschreibung: | 1 online resource |
| Bibliographie: | Includes bibliographical references and index. |
| ISBN: | 9780520967779 0520967771 |
Internformat
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| isbn | 9780520967779 0520967771 |
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| spelling | The practice of reproducible research : case studies and lessons from the data-intensive sciences / edited by Justin Kitzes, Daniel Turek, and Fatma Deniz. Oakland, California : University of California Press, [2018] ©2018 1 online resource text txt rdacontent computer c rdamedia online resource cr rdacarrier Includes bibliographical references and index. Practicing reproducibility -- High-level case studies -- Low-level case studies. "The Practice of Reproducible Research presents concrete examples of how researchers in the data-intensive sciences are working to improve the reproducibility of their research projects. Each of the thirty-one case studies in this volume describes the workflow that an author used to complete a real-world research project, highlighting how particular tools, ideas, and practices have been combined to support reproducibility. Authors emphasize the very practical how, rather than the why or what, of conducting reproducible research. Part 1 contains an accessible introduction to reproducible research, a basic reproducible research project template, and a synthesis of lessons learned from across the thirty-one case studies. Parts 2 and 3 focus on the case studies. The Practice of Reproducible Research is an invaluable resource for students and researchers who wish to better understand the practice of data-intensive sciences and learn how to make their own research more reproducible."--Provided by publisher. Description based on print version record and CIP data provided by publisher. Reproducible research. http://id.loc.gov/authorities/subjects/sh2013002574 Electronic data processing. http://id.loc.gov/authorities/subjects/sh85042288 Research Statistical methods. Statistics Data processing. http://id.loc.gov/authorities/subjects/sh85127583 Recherche Méthodes statistiques. Statistique Informatique. Reproductibilité (Sciences) SCIENCE Study & Teaching. bisacsh SCIENCE Earth Sciences General. bisacsh Electronic data processing fast Reproducible research fast Research Statistical methods fast Statistics Data processing fast Kitzes, Justin, 1982- editor. Turek, Daniel, 1980- editor. Deniz, Fatma, 1983- editor. has work: The practice of reproducible research (Text) https://id.oclc.org/worldcat/entity/E39PCFFXt6p7rtvJ8qWqYfvhtq https://id.oclc.org/worldcat/ontology/hasWork Print version: Practice of reproducible research Oakland, California : University of California Press, [2018] 9780520294745 (DLC) 2017028437 FWS01 ZDB-4-EBA FWS_PDA_EBA https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=1591115 Volltext |
| spellingShingle | The practice of reproducible research : case studies and lessons from the data-intensive sciences / Practicing reproducibility -- High-level case studies -- Low-level case studies. Reproducible research. http://id.loc.gov/authorities/subjects/sh2013002574 Electronic data processing. http://id.loc.gov/authorities/subjects/sh85042288 Research Statistical methods. Statistics Data processing. http://id.loc.gov/authorities/subjects/sh85127583 Recherche Méthodes statistiques. Statistique Informatique. Reproductibilité (Sciences) SCIENCE Study & Teaching. bisacsh SCIENCE Earth Sciences General. bisacsh Electronic data processing fast Reproducible research fast Research Statistical methods fast Statistics Data processing fast |
| subject_GND | http://id.loc.gov/authorities/subjects/sh2013002574 http://id.loc.gov/authorities/subjects/sh85042288 http://id.loc.gov/authorities/subjects/sh85127583 |
| title | The practice of reproducible research : case studies and lessons from the data-intensive sciences / |
| title_auth | The practice of reproducible research : case studies and lessons from the data-intensive sciences / |
| title_exact_search | The practice of reproducible research : case studies and lessons from the data-intensive sciences / |
| title_full | The practice of reproducible research : case studies and lessons from the data-intensive sciences / edited by Justin Kitzes, Daniel Turek, and Fatma Deniz. |
| title_fullStr | The practice of reproducible research : case studies and lessons from the data-intensive sciences / edited by Justin Kitzes, Daniel Turek, and Fatma Deniz. |
| title_full_unstemmed | The practice of reproducible research : case studies and lessons from the data-intensive sciences / edited by Justin Kitzes, Daniel Turek, and Fatma Deniz. |
| title_short | The practice of reproducible research : |
| title_sort | practice of reproducible research case studies and lessons from the data intensive sciences |
| title_sub | case studies and lessons from the data-intensive sciences / |
| topic | Reproducible research. http://id.loc.gov/authorities/subjects/sh2013002574 Electronic data processing. http://id.loc.gov/authorities/subjects/sh85042288 Research Statistical methods. Statistics Data processing. http://id.loc.gov/authorities/subjects/sh85127583 Recherche Méthodes statistiques. Statistique Informatique. Reproductibilité (Sciences) SCIENCE Study & Teaching. bisacsh SCIENCE Earth Sciences General. bisacsh Electronic data processing fast Reproducible research fast Research Statistical methods fast Statistics Data processing fast |
| topic_facet | Reproducible research. Electronic data processing. Research Statistical methods. Statistics Data processing. Recherche Méthodes statistiques. Statistique Informatique. Reproductibilité (Sciences) SCIENCE Study & Teaching. SCIENCE Earth Sciences General. Electronic data processing Reproducible research Research Statistical methods Statistics Data processing |
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