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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.
This is a reproduction of a book published before 1923. This book
may have occasional imperfections such as missing or blurred pages,
poor pictures, errant marks, etc. that were either part of the
original artifact, or were introduced by the scanning process. We
believe this work is culturally important, and despite the
imperfections, have elected to bring it back into print as part of
our continuing commitment to the preservation of printed works
worldwide. We appreciate your understanding of the imperfections in
the preservation process, and hope you enjoy this valuable book.
++++ The below data was compiled from various identification fields
in the bibliographic record of this title. This data is provided as
an additional tool in helping to ensure edition identification:
++++ Friderico-Francisceum Oder Grossherzogliche
Alterthumer-sammlung Aus Der Altgermanischen Und Slavischen Zeit
Meklenburg's Zu Ludwigslust Erlautert Georg Christoph Friedrich
Lisch Breitkopf und Hartel, 1837 Ludwigslust (Germany: Landkreis);
Mecklenburg (Germany: Region)
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