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diff --git a/OSmodels.html b/OSmodels.html
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 <title>Open Source Technology in Clinical Data Analysis</title>
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@@ -302,7 +302,7 @@ <h1 class="title">Open Source Technology in Clinical Data Analysis</h1>
  <div>
  <div class="quarto-title-meta-heading">Published</div>
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- <p class="date">March 11, 2024</p>
+ <p class="date">May 17, 2024</p>
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@@ -307,8 +307,78 @@ <h1 class="title">References</h1>
 </header>
 
 
-<div id="refs" role="list" style="display: none">
-
+<div id="refs" class="references csl-bib-body hanging-indent" data-entry-spacing="0" role="list">
+<div id="ref-Bell2006" class="csl-entry" role="listitem">
+Bell, B. 2006. <span>“Issues with Open Source Statistical Software in
+Industry: Validation, Legal Issues, and Regulatory Requirements.”</span>
+<a href="https://ww2.amstat.org/meetings/jsm/2006/onlineprogram/index.cfm?fuseaction=people_index&amp;letter=B" class="uri">https://ww2.amstat.org/meetings/jsm/2006/onlineprogram/index.cfm?fuseaction=people_index&amp;letter=B</a>.
+</div>
+<div id="ref-OSNDAs" class="csl-entry" role="listitem">
+Bowsher, P. n.d.
+<span>“Open-Source-in-New-Drug-Applications-NDAs-FDA.”</span> <a href="https://github.com/philbowsher/Open-Source-in-New-Drug-Applications-NDAs-FDA" class="uri">https://github.com/philbowsher/Open-Source-in-New-Drug-Applications-NDAs-FDA</a>.
+</div>
+<div id="ref-riskassessment" class="csl-entry" role="listitem">
+Clark, Aaron, Robert Krajcik, Jeff Thompson, Lars Andersen, Andrew
+Borgman, Marly Gotti, Maya Gans, Aravind Reddy Kallem, and Fission Labs
+India Pvt Ltd. 2023. <em>Riskassessment: A Web App Designed to Interface
+with the ‘Riskmetric‘ Package</em>. <a href="https://github.com/pharmaR/riskassessment">https://github.com/pharmaR/riskassessment</a>.
+</div>
+<div id="ref-FDA2015" class="csl-entry" role="listitem">
+Drug Administration (FDA), U. S. Food &amp;. 2015. <span>“Statistical
+Software Clarifying Statement.”</span> <a href="https://www.fda.gov/media/161196/download" class="uri">https://www.fda.gov/media/161196/download</a>.
+</div>
+<div id="ref-covr" class="csl-entry" role="listitem">
+Hester, Jim. 2023. <em>Covr: Test Coverage for Packages</em>. <a href="https://covr.r-lib.org">https://covr.r-lib.org</a>.
+</div>
+<div id="ref-covtracer" class="csl-entry" role="listitem">
+Kelkhoff, Doug, and Andrew McNeil. 2024. <em>Covtracer: Tools for
+Contextualizing Tests</em>. <a href="https://github.com/genentech/covtracer">https://github.com/genentech/covtracer</a>.
+</div>
+<div id="ref-Novo2023" class="csl-entry" role="listitem">
+Knoph, Larsen, A. S. 2023. <span>“Novo Nordisk’s Journey to an r Based
+FDA Submission.”</span> <a href="https://www.youtube.com/watch?v=t33dS17QHuA" class="uri">https://www.youtube.com/watch?v=t33dS17QHuA</a>.
+</div>
+<div id="ref-Roche2023" class="csl-entry" role="listitem">
+Neitman, Martin, T. 2023. <span>“Shifting to an Open-Source Backbone in
+Clinical Trials with Roche.”</span> <a href="https://www.youtube.com/watch?v=nqJsLSLd39A" class="uri">https://www.youtube.com/watch?v=nqJsLSLd39A</a>.
+</div>
+<div id="ref-SubmissionsWG2021" class="csl-entry" role="listitem">
+<span>“R Consortium Submissions Working Group.”</span> 2021. <a href="https://rconsortium.github.io/submissions-wg/" class="uri">https://rconsortium.github.io/submissions-wg/</a>.
+</div>
+<div id="ref-riskmetric" class="csl-entry" role="listitem">
+R Validation Hub, Doug Kelkhoff, Marly Gotti, Eli Miller, Kevin K,
+Yilong Zhang, Eric Milliman, and Juliane Manitz. 2024. <em>Riskmetric:
+Risk Metrics to Evaluating r Packages</em>. <a href="https://pharmar.github.io/riskmetric/">https://pharmar.github.io/riskmetric/</a>.
+</div>
+<div id="ref-RStudioIDE" class="csl-entry" role="listitem">
+RStudio Team. 2020. <em>RStudio: Integrated Development Environment for
+r</em>. Boston, MA: RStudio, PBC. <a href="http://www.rstudio.com/">http://www.rstudio.com/</a>.
+</div>
+<div id="ref-Schuette2018" class="csl-entry" role="listitem">
+Schuette, P. 2018. <span>“Using r in a Regulatory Environment: Some FDA
+Perspectives.”</span> <a href="https://rinpharma.com/publication/rinpharma_7/" class="uri">https://rinpharma.com/publication/rinpharma_7/</a>.
+</div>
+<div id="ref-Soukup2007" class="csl-entry" role="listitem">
+Soukup, M. 2007. <span>“Using r: Perspectives of a FDA Statistical
+RevieweR.”</span> <a href="https://www.r-project.org/conferences/useR-2007/program/presentations/soukup.pdf" class="uri">https://www.r-project.org/conferences/useR-2007/program/presentations/soukup.pdf</a>;
+useR.
+</div>
+<div id="ref-tidyValidation" class="csl-entry" role="listitem">
+<span>“Tidyverse, Tidymodels, r-Lib, and Gt r Packages: Regulatory
+Compliance and Validation Issues.”</span> 2020. Posit / RStudio PBC. <a href="https://www.rstudio.com/assets/img/validation-tidy.pdf">https://www.rstudio.com/assets/img/validation-tidy.pdf</a>.
+</div>
+<div id="ref-RPackages" class="csl-entry" role="listitem">
+Wickham, Hadley, and Jenny Bryan. 2023. <em>R Packages</em>. O’Reilly
+Media, Incorporated.
+</div>
+<div id="ref-roxygen2" class="csl-entry" role="listitem">
+Wickham, Hadley, Peter Danenberg, Gábor Csárdi, and Manuel Eugster.
+2024. <em>Roxygen2: In-Line Documentation for r</em>. <a href="https://roxygen2.r-lib.org/">https://roxygen2.r-lib.org/</a>.
+</div>
+<div id="ref-pkgdown" class="csl-entry" role="listitem">
+Wickham, Hadley, Jay Hesselberth, and Maëlle Salmon. 2023. <em>Pkgdown:
+Make Static HTML Documentation for a Package</em>. <a href="https://pkgdown.r-lib.org">https://pkgdown.r-lib.org</a>.
+</div>
 </div>