Implementing Reproducible Research (Chapman & Hall/CRC The R Series) - Tapa dura

 
9781466561595: Implementing Reproducible Research (Chapman & Hall/CRC The R Series)
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ISBN 10: 1466561599 ISBN 13: 9781466561595
Editorial: Chapman and Hall/CRC, 2014

Sinopsis

In computational science, reproducibility requires that researchers make code and data available to others so that the data can be analyzed in a similar manner as in the original publication. Code must be available to be distributed, data must be accessible in a readable format, and a platform must be available for widely distributing the data and code. In addition, both data and code need to be licensed permissively enough so that others can reproduce the work without a substantial legal burden.

Implementing Reproducible Research covers many of the elements necessary for conducting and distributing reproducible research. It explains how to accurately reproduce a scientific result.

Divided into three parts, the book discusses the tools, practices, and dissemination platforms for ensuring reproducibility in computational science. It describes:

  • Computational tools, such as Sweave, knitr, VisTrails, Sumatra, CDE, and the Declaratron system
  • Open source practices, good programming practices, trends in open science, and the role of cloud computing in reproducible research
  • Software and methodological platforms, including open source software packages, RunMyCode platform, and open access journals

Each part presents contributions from leaders who have developed software and other products that have advanced the field. Supplementary material is available at www.ImplementingRR.org.

"Sinopsis" puede pertenecer a otra edición de este libro.

Acerca del autor

Victoria Stodden

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
Chapman and Hall/CRC
Año de publicación
2014
Idioma
Inglés
ISBN 10 
1466561599
ISBN 13 
9781466561595
Encuadernación
Tapa dura
Número de edición
1
Número de páginas
448
Editor
Stodden Victoria, Leisch Friedrich, Peng Roger D.
Contacto del fabricante
no disponible
Persona responsable
no disponible

Otras ediciones populares con el mismo título

9780367576172: Implementing Reproducible Research (Chapman & Hall/CRC The R Series)

Edición Destacada

ISBN 10:  0367576171 ISBN 13:  9780367576172
Editorial: Chapman and Hall/CRC, 2020
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