Implementing Reproducible Research - Rilegato

Libro 43 di 73: Chapman & Hall/CRC The R
 
9781466561595: Implementing Reproducible Research
Rilegato
ISBN 10: 1466561599 ISBN 13: 9781466561595
Casa editrice: Chapman and Hall/CRC, 2014

Sinossi

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.

Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.

Informazioni sull?autore

Victoria Stodden

Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.

Editore
Chapman and Hall/CRC
Data di pubblicazione
2014
Lingua
Inglese
ISBN 10 
1466561599
ISBN 13 
9781466561595
Rilegatura
Copertina rigida
Numero edizione
1
Numero di pagine
448
Redattore
Stodden Victoria, Leisch Friedrich, Peng Roger D.
Contatto del produttore
Taylor and Francis, GPSR Taylor and Francis
gpsr@taylorandfrancis.com

Taylor & Francis Verlag GmbH, Kaufingerstraße 24
München
80331
Germania

Altre edizioni note dello stesso titolo

9780367576172: Implementing Reproducible Research

Edizione in evidenza

ISBN 10:  0367576171 ISBN 13:  9780367576172
Casa editrice: Chapman and Hall/CRC, 2020
Brossura