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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...
| Clasificación: | Libro Electrónico |
|---|---|
| Otros Autores: | , , |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Oakland, California :
University of California Press,
[2018]
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| Temas: | |
| Acceso en línea: | Texto completo |
MARC
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| 003 | OCoLC | ||
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| 020 | |z 9780520294752 (pbk. : alk. paper) | ||
| 020 | |z 0520294742 |q (hardcover) | ||
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| 049 | |a UAMI | ||
| 245 | 0 | 4 | |a The practice of reproducible research : |b case studies and lessons from the data-intensive sciences / |c edited by Justin Kitzes, Daniel Turek, and Fatma Deniz. |
| 264 | 1 | |a Oakland, California : |b University of California Press, |c [2018] | |
| 264 | 4 | |c ©2018 | |
| 300 | |a 1 online resource | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 504 | |a Includes bibliographical references and index. | ||
| 505 | 0 | |a Practicing reproducibility -- High-level case studies -- Low-level case studies. | |
| 520 | |a "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. | ||
| 588 | |a Description based on print version record and CIP data provided by publisher. | ||
| 590 | |a JSTOR |b Books at JSTOR Evidence Based Acquisitions | ||
| 590 | |a JSTOR |b Books at JSTOR All Purchased | ||
| 590 | |a JSTOR |b Books at JSTOR Demand Driven Acquisitions (DDA) | ||
| 650 | 0 | |a Reproducible research. | |
| 650 | 0 | |a Electronic data processing. | |
| 650 | 0 | |a Research |x Statistical methods. | |
| 650 | 0 | |a Statistics |x Data processing. | |
| 650 | 6 | |a Recherche |x Méthodes statistiques. | |
| 650 | 6 | |a Statistique |x Informatique. | |
| 650 | 6 | |a Reproductibilité (Sciences) | |
| 650 | 7 | |a SCIENCE |x Study & Teaching. |2 bisacsh | |
| 650 | 7 | |a SCIENCE |x Earth Sciences |x General. |2 bisacsh | |
| 650 | 7 | |a Electronic data processing |2 fast | |
| 650 | 7 | |a Reproducible research |2 fast | |
| 650 | 7 | |a Research |x Statistical methods |2 fast | |
| 650 | 7 | |a Statistics |x Data processing |2 fast | |
| 700 | 1 | |a Kitzes, Justin, |d 1982- |e editor. | |
| 700 | 1 | |a Turek, Daniel, |d 1980- |e editor. | |
| 700 | 1 | |a Deniz, Fatma, |d 1983- |e editor. | |
| 776 | 0 | 8 | |i Print version: |t Practice of reproducible research |d Oakland, California : University of California Press, [2018] |z 9780520294745 |w (DLC) 2017028437 |
| 856 | 4 | 0 | |u https://jstor.uam.elogim.com/stable/10.1525/j.ctv1wxsc7 |z Texto completo |
| 938 | |a YBP Library Services |b YANK |n 14440373 | ||
| 938 | |a EBSCOhost |b EBSC |n 1591115 | ||
| 994 | |a 92 |b IZTAP | ||