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\bibitem[\protect\citeauthoryear{Aschwanden}{Aschwanden}{2016}]%
        {aschwanden}
\bibfield{author}{\bibinfo{person}{Christie Aschwanden}.}
  \bibinfo{year}{2016}\natexlab{}.
\newblock \bibinfo{title}{You Can’t Trust What You Read About Nutrition}.
\newblock
  \bibinfo{howpublished}{http://fivethirtyeight.com/features/you-cant-trust-what-you-read-about-nutrition/}.
    (\bibinfo{year}{2016}).
\newblock


\bibitem[\protect\citeauthoryear{Baggerly}{Baggerly}{2011}]%
        {Baggerly-2011-1}
\bibfield{author}{\bibinfo{person}{Keith~A Baggerly}.}
  \bibinfo{year}{2011}\natexlab{}.
\newblock \showarticletitle{The Importance of Reproducible Research in
  Genomics}.
\newblock


\bibitem[\protect\citeauthoryear{Baker}{Baker}{2016}]%
        {baker}
\bibfield{author}{\bibinfo{person}{Monya Baker}.}
  \bibinfo{year}{2016}\natexlab{}.
\newblock \showarticletitle{{1,500 scientists lift the lid on
  reproducibility}}.
\newblock \bibinfo{journal}{{\em Nature\/}} \bibinfo{volume}{533},
  \bibinfo{number}{7604} (\bibinfo{date}{25 May} \bibinfo{year}{2016}),
  \bibinfo{pages}{452--454}.
\newblock
\showISSN{0028-0836}
\showDOI{%
\url{https://doi.org/10.1038/533452a}}


\bibitem[\protect\citeauthoryear{Berk, Brown, Buja, Zhang, and Zhao}{Berk
  et~al\mbox{.}}{2013}]%
        {berk2013}
\bibfield{author}{\bibinfo{person}{Richard Berk}, \bibinfo{person}{Lawrence
  Brown}, \bibinfo{person}{Andreas Buja}, \bibinfo{person}{Kai Zhang}, {and}
  \bibinfo{person}{Linda Zhao}.} \bibinfo{year}{2013}\natexlab{}.
\newblock \showarticletitle{Valid post-selection inference}.
\newblock \bibinfo{journal}{{\em Ann. Statist.\/}} \bibinfo{volume}{41},
  \bibinfo{number}{2} (\bibinfo{date}{04} \bibinfo{year}{2013}),
  \bibinfo{pages}{802--837}.
\newblock
\showDOI{%
\url{https://doi.org/10.1214/12-AOS1077}}


\bibitem[\protect\citeauthoryear{Christensen}{Christensen}{2013}]%
        {christensen}
\bibfield{author}{\bibinfo{person}{R. Christensen}.}
  \bibinfo{year}{2013}\natexlab{}.
\newblock \bibinfo{booktitle}{{\em Log-Linear Models}}.
\newblock \bibinfo{publisher}{Springer New York}.
\newblock
\showISBNx{9781475741117}
\showLCCN{90042812}
\showURL{%
\url{https://books.google.com/books?id=AIzgBwAAQBAJ}}


\bibitem[\protect\citeauthoryear{Donoho, Maleki, Shahram, Rahman, and
  Stodden}{Donoho et~al\mbox{.}}{2009}]%
        {Donoho-2009-8-18}
\bibfield{author}{\bibinfo{person}{David~L. Donoho}, \bibinfo{person}{Arian
  Maleki}, \bibinfo{person}{Morteza Shahram}, \bibinfo{person}{Inam~Ur Rahman},
  {and} \bibinfo{person}{Victoria Stodden}.} \bibinfo{year}{2009}\natexlab{}.
\newblock \showarticletitle{Reproducible research in computational harmonic
  analysis}.
\newblock \bibinfo{journal}{{\em Computing in Science and Engineering\/}}
  \bibinfo{volume}{11}, \bibinfo{number}{1} (\bibinfo{year}{2009}),
  \bibinfo{pages}{8--18}.
\newblock
\showISBNx{1521-9615}
\showISSN{15219615}
\showDOI{%
\url{https://doi.org/10.1109/MCSE.2009.15}}


\bibitem[\protect\citeauthoryear{Gandrud}{Gandrud}{2016}]%
        {gandrud}
\bibfield{author}{\bibinfo{person}{C. Gandrud}.}
  \bibinfo{year}{2016}\natexlab{}.
\newblock \bibinfo{booktitle}{{\em Reproducible Research with R and R Studio,
  Second Edition}}.
\newblock \bibinfo{publisher}{CRC Press}.
\newblock
\showISBNx{9781498715386}
\showURL{%
\url{https://books.google.com/books?id=Ce35CQAAQBAJ}}


\bibitem[\protect\citeauthoryear{Harper and Konstan}{Harper and
  Konstan}{2015}]%
        {ml}
\bibfield{author}{\bibinfo{person}{F.~Maxwell Harper} {and}
  \bibinfo{person}{Joseph~A. Konstan}.} \bibinfo{year}{2015}\natexlab{}.
\newblock \showarticletitle{The MovieLens Datasets: History and Context}.
\newblock \bibinfo{journal}{{\em ACM Trans. Interact. Intell. Syst.\/}}
  \bibinfo{volume}{5}, \bibinfo{number}{4}, Article \bibinfo{articleno}{19}
  (\bibinfo{date}{Dec.} \bibinfo{year}{2015}), \bibinfo{numpages}{19}~pages.
\newblock
\showISSN{2160-6455}
\showDOI{%
\url{https://doi.org/10.1145/2827872}}


\bibitem[\protect\citeauthoryear{Hayden}{Hayden}{2012}]%
        {hayden}
\bibfield{author}{\bibinfo{person}{EC Hayden}.}
  \bibinfo{year}{2012}\natexlab{}.
\newblock \showarticletitle{Lapses in oversight compromise omics results: US
  board calls for tighter control of test-based data}.
\newblock \bibinfo{journal}{{\em Nature\/}} (\bibinfo{year}{2012}).
\newblock
\showDOI{%
\url{https://doi.org/10.1038/nature.2012.10298}}


\bibitem[\protect\citeauthoryear{Hsu}{Hsu}{1996}]%
        {hsu}
\bibfield{author}{\bibinfo{person}{J. Hsu}.} \bibinfo{year}{1996}\natexlab{}.
\newblock \bibinfo{booktitle}{{\em Multiple Comparisons: Theory and Methods}}.
\newblock \bibinfo{publisher}{Taylor \& Francis}.
\newblock
\showISBNx{9780412982811}
\showLCCN{gb96039234}
\showURL{%
\url{https://books.google.com/books?id=8AK8PUbw3lsC}}


\bibitem[\protect\citeauthoryear{Ioannidis}{Ioannidis}{2005}]%
        {Ioannidis-2005-696-701}
\bibfield{author}{\bibinfo{person}{John P~A Ioannidis}.}
  \bibinfo{year}{2005}\natexlab{}.
\newblock \showarticletitle{Why most published research findings are false}.
\newblock \bibinfo{journal}{{\em PLoS Medicine\/}} \bibinfo{volume}{2},
  \bibinfo{number}{8} (\bibinfo{date}{aug} \bibinfo{year}{2005}),
  \bibinfo{pages}{0696--0701}.
\newblock
\showISBNx{3540239081}
\showISSN{15491277}
\showDOI{%
\url{https://doi.org/10.1371/journal.pmed.0020124}}
\showeprint[arxiv]{gr-qc/0208024}


\bibitem[\protect\citeauthoryear{Kuhn}{Kuhn}{2015}]%
        {crantask}
\bibfield{author}{\bibinfo{person}{Max Kuhn}.} \bibinfo{year}{2015}\natexlab{}.
\newblock \bibinfo{title}{CRAN Task View: Reproducible Research}.
\newblock
  \bibinfo{howpublished}{https://cran.r-project.org/web/views/ReproducibleResearch.html}.
    (\bibinfo{year}{2015}).
\newblock


\bibitem[\protect\citeauthoryear{Littauer, Ram, Lud{\"a}scher, Michener, and
  Koskela}{Littauer et~al\mbox{.}}{2012}]%
        {bertram}
\bibfield{author}{\bibinfo{person}{Richard Littauer}, \bibinfo{person}{Karthik
  Ram}, \bibinfo{person}{Bertram Lud{\"a}scher}, \bibinfo{person}{William
  Michener}, {and} \bibinfo{person}{Rebecca Koskela}.}
  \bibinfo{year}{2012}\natexlab{}.
\newblock \showarticletitle{Trends in use of scientific workflows: Insights
  from a public repository and recommendations for best practice}.
\newblock \bibinfo{journal}{{\em International Journal of Digital Curation\/}}
  \bibinfo{volume}{7}, \bibinfo{number}{2} (\bibinfo{year}{2012}),
  \bibinfo{pages}{92--100}.
\newblock


\bibitem[\protect\citeauthoryear{Matloff}{Matloff}{2017}]%
        {matloffreg}
\bibfield{author}{\bibinfo{person}{N. Matloff}.}
  \bibinfo{year}{2017}\natexlab{}.
\newblock \bibinfo{booktitle}{{\em Statistical Regression and Classification:
  From Linear Models to Machine Learning}}.
\newblock \bibinfo{publisher}{Taylor \& Francis Group}.
\newblock
\showISBNx{9781138066465}
\showLCCN{2017011270}


\bibitem[\protect\citeauthoryear{Montella, Brizius, Luccio, Porter, Elliott,
  Madduri, Kelly, Riccio, and Foster}{Montella et~al\mbox{.}}{2016}]%
        {faceit}
\bibfield{author}{\bibinfo{person}{Raffaele Montella}, \bibinfo{person}{Alison
  Brizius}, \bibinfo{person}{Diana~Di Luccio}, \bibinfo{person}{Cheryl~H.
  Porter}, \bibinfo{person}{Joshua Elliott}, \bibinfo{person}{Ravi~K. Madduri},
  \bibinfo{person}{David Kelly}, \bibinfo{person}{Angelo Riccio}, {and}
  \bibinfo{person}{Ian~T. Foster}.} \bibinfo{year}{2016}\natexlab{}.
\newblock \showarticletitle{Applications of the {FACE}-{IT} Data Science Portal
  and Workflow Engine for Operational Food Quality Prediction and Assessment:
  Mussel Farm Monitoring in the Bay of Napoli, Italy}. In
  \bibinfo{booktitle}{{\em WORKS@SC}} {\em (\bibinfo{series}{CEUR Workshop
  Proceedings})}, \bibfield{editor}{\bibinfo{person}{Sandra Gesing} {and}
  \bibinfo{person}{Rizos Sakellariou}} (Eds.). \bibinfo{pages}{64--68}.
\newblock
\showURL{%
\url{http://ceur-ws.org/Vol-1800}}


\bibitem[\protect\citeauthoryear{{National Institutes of Health}}{{National
  Institutes of Health}}{[n. d.]}]%
        {nih}
\bibfield{author}{\bibinfo{person}{{National Institutes of Health}}.}
  \bibinfo{year}{[n. d.]}\natexlab{}.
\newblock \bibinfo{title}{Rigor and Reproducibility}.
\newblock
  \bibinfo{howpublished}{https://grants.nih.gov/reproducibility/index.htm}.
  (\bibinfo{year}{[n. d.]}).
\newblock


\bibitem[\protect\citeauthoryear{Peng}{Peng}{2011}]%
        {Peng-2011-1226-1227}
\bibfield{author}{\bibinfo{person}{Roger~D Peng}.}
  \bibinfo{year}{2011}\natexlab{}.
\newblock \showarticletitle{Reproducible research in computational science.}
\newblock \bibinfo{journal}{{\em Science (New York, N.Y.)\/}}
  \bibinfo{volume}{334}, \bibinfo{number}{6060} (\bibinfo{date}{dec}
  \bibinfo{year}{2011}), \bibinfo{pages}{1226--1227}.
\newblock
\showISSN{1095-9203}
\showDOI{%
\url{https://doi.org/10.1126/science.1213847}}


\bibitem[\protect\citeauthoryear{Pollin}{Pollin}{2014}]%
        {pollin}
\bibfield{author}{\bibinfo{person}{Robert Pollin}.}
  \bibinfo{year}{2014}\natexlab{}.
\newblock \bibinfo{title}{Response to Charges Concerning the Herndon/Ash/Pollin
  Replication of Reinhart and Rogoff's ``Growth in a Time of Debt''}.
\newblock
  \bibinfo{howpublished}{https://pdfs.semanticscholar.org/1502/36d0458282926ba3febc46f0a0f3a5e0e524.pdf}.
    (\bibinfo{year}{2014}).
\newblock


\bibitem[\protect\citeauthoryear{Ram}{Ram}{2013}]%
        {karthik}
\bibfield{author}{\bibinfo{person}{Karthik Ram}.}
  \bibinfo{year}{2013}\natexlab{}.
\newblock \showarticletitle{Git can facilitate greater reproducibility and
  increased transparency in science}.
\newblock \bibinfo{journal}{{\em Source code for biology and medicine\/}}
  \bibinfo{volume}{8}, \bibinfo{number}{1} (\bibinfo{year}{2013}),
  \bibinfo{pages}{7}.
\newblock


\bibitem[\protect\citeauthoryear{Reich}{Reich}{2011}]%
        {Reich-Nature-2011}
\bibfield{author}{\bibinfo{person}{Eugenie~Samuel Reich}.}
  \bibinfo{year}{2011}\natexlab{}.
\newblock \showarticletitle{Cancer trials errors revealed}.
\newblock \bibinfo{journal}{{\em Nature\/}} \bibinfo{volume}{469},
  \bibinfo{number}{January} (\bibinfo{date}{jan} \bibinfo{year}{2011}),
  \bibinfo{pages}{139--140}.
\newblock
\showISSN{0028-0836}
\showDOI{%
\url{https://doi.org/10.1038/469139a}}


\bibitem[\protect\citeauthoryear{{RStudio Team}}{{RStudio Team}}{2015}]%
        {rstudio}
\bibfield{author}{\bibinfo{person}{{RStudio Team}}.}
  \bibinfo{year}{2015}\natexlab{}.
\newblock \bibinfo{booktitle}{{\em RStudio: Integrated Development Environment
  for R}}.
\newblock RStudio, Inc., Boston, MA.
\newblock
\showURL{%
\url{http://www.rstudio.com/}}


\bibitem[\protect\citeauthoryear{Siegfried}{Siegfried}{2015}]%
        {siegfried}
\bibfield{author}{\bibinfo{person}{Tom Siegfried}.}
  \bibinfo{year}{2015}\natexlab{}.
\newblock \showarticletitle{{P value ban: small step for a journal, giant leap
  for science}}.
\newblock \bibinfo{journal}{{\em Science News\/}} (\bibinfo{year}{2015}).
\newblock


\bibitem[\protect\citeauthoryear{Sigillito}{Sigillito}{1990}]%
        {pima}
\bibfield{author}{\bibinfo{person}{Vincent Sigillito}.}
  \bibinfo{year}{1990}\natexlab{}.
\newblock \bibinfo{title}{Pima Indians Diabetes Data Set}.
\newblock
  \bibinfo{howpublished}{https://archive.ics.uci.edu/ml/datasets/pima+indians+diabetes}.
    (\bibinfo{year}{1990}).
\newblock


\bibitem[\protect\citeauthoryear{Thompson}{Thompson}{[n. d.]}]%
        {Thompson-2016-2}
\bibfield{author}{\bibinfo{person}{Paul~A Thompson}.} \bibinfo{year}{[n.
  d.]}\natexlab{}.
\newblock \showarticletitle{Reproducible computational research: The state of
  the art}.
\newblock \bibinfo{journal}{{\em TBD\/}} (\bibinfo{year}{[n. d.]}),
  \bibinfo{pages}{Under Preparation}.
\newblock


\bibitem[\protect\citeauthoryear{Wasserstein and Lazar}{Wasserstein and
  Lazar}{2016}]%
        {ronw}
\bibfield{author}{\bibinfo{person}{Ronald~L. Wasserstein} {and}
  \bibinfo{person}{Nicole~A. Lazar}.} \bibinfo{year}{2016}\natexlab{}.
\newblock \showarticletitle{The ASA's Statement on p-Values: Context, Process,
  and Purpose}.
\newblock \bibinfo{journal}{{\em The American Statistician\/}}
  \bibinfo{volume}{70}, \bibinfo{number}{2} (\bibinfo{year}{2016}),
  \bibinfo{pages}{129--133}.
\newblock
\showDOI{%
\url{https://doi.org/10.1080/00031305.2016.1154108}}
\showeprint{http://dx.doi.org/10.1080/00031305.2016.1154108}


\end{thebibliography}