The Practice of Reproducible Research Case Studies and Lessons from the Data-Intensive Sciences

Auteur: Kitzes, Justin
Taal: Engels
The Practice of Reproducible Research
  • Engels
  • Hardcover
  • 9780520294745
  • Druk: 1
  • december 2017
  • 368 pagina's
Alle productspecificaties

Samenvatting

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.

Productspecificaties

Inhoud

Taal
Engels
Bindwijze
Hardcover
Druk
1
Verschijningsdatum
december 2017
Aantal pagina's
368 pagina's
Illustraties
Nee

Betrokkenen

Auteur
Kitzes, Justin
Redacteur
Justin Kitzes
Co-redacteur
Fatma Deniz
Uitgever
University Of California

EAN

EAN
9780520294745

Overige kenmerken

Extra groot lettertype
Nee
NUR code
910
Subtitel
Case Studies and Lessons from the Data-Intensive Sciences
Thema Subject Code
RB

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