diff --git a/R/equiv.R b/R/equiv.R
index a34c811..bd931d2 100644
--- a/R/equiv.R
+++ b/R/equiv.R
@@ -276,9 +276,8 @@ tost = function(theta, sigma, nu, alpha, delta){
 #' theta_hat = diff(apply(skin,2,mean))
 #' nu = nrow(skin) - 1
 #' sig_hat = sd(apply(skin,1,diff))/sqrt(nu)
-#' res_atost = atost(theta = theta_hat, sigma = sig_hat, nu = nu,
+#' res_atost = cTOST:::atost(theta = theta_hat, sigma = sig_hat, nu = nu,
 #'               alpha = 0.05, delta = log(1.25))
-#' res_atost
 #' compare_to_tost(res_atost)
 atost = function(theta, sigma, nu, alpha, delta){
   corrected_alpha = alphahat.fun(sigma = sigma, nu = nu, alpha = alpha, delta = delta)
@@ -324,9 +323,8 @@ atost = function(theta, sigma, nu, alpha, delta){
 #' theta_hat = diff(apply(skin,2,mean))
 #' nu = nrow(skin) - 1
 #' sig_hat = sd(apply(skin,1,diff))/sqrt(nu)
-#' res_dtost = dtost(theta = theta_hat, sigma = sig_hat, nu = nu,
+#' res_dtost = cTOST:::dtost(theta = theta_hat, sigma = sig_hat, nu = nu,
 #'               alpha = 0.05, delta = log(1.25))
-#' res_dtost
 #' compare_to_tost(res_dtost)
 #'
 dtost = function(theta, sigma, nu, alpha, delta){
diff --git a/_pkgdown.yml b/_pkgdown.yml
index f0a22b7..7e0564a 100644
--- a/_pkgdown.yml
+++ b/_pkgdown.yml
@@ -21,10 +21,6 @@ navbar:
   left:
   - icon: fa-home
     href: index.html
-  - text: Get started
-    href: articles/get_started.html
-  - text: Reproducibility
-    href: articles/reproducibility.html
   - text: Reference
     href: reference/index.html
   right:
diff --git a/docs/404.html b/docs/404.html
index 8d04cbc..485b91c 100644
--- a/docs/404.html
+++ b/docs/404.html
@@ -51,12 +51,6 @@
      
   </a>
 </li>
-<li>
-  <a href="articles/get_started.html">Get started</a>
-</li>
-<li>
-  <a href="articles/reproducibility.html">Reproducibility</a>
-</li>
 <li>
   <a href="reference/index.html">Reference</a>
 </li>
@@ -99,7 +93,7 @@ <h1>Page not found (404)</h1>
 
       <footer><div class="copyright">
   <p></p>
-<p>Developed by Younes Boulaguiem, Stéphane Guerrier, Dominique-Laurent Couturier.</p>
+<p>Developed by Stéphane Guerrier, Younes Boulaguiem, Dominique-Laurent Couturier, Luca Insolia.</p>
 </div>
 
 <div class="pkgdown">
diff --git a/docs/authors.html b/docs/authors.html
index d64d409..1b8fd54 100644
--- a/docs/authors.html
+++ b/docs/authors.html
@@ -28,12 +28,6 @@
      
   </a>
 </li>
-<li>
-  <a href="articles/get_started.html">Get started</a>
-</li>
-<li>
-  <a href="articles/reproducibility.html">Reproducibility</a>
-</li>
 <li>
   <a href="reference/index.html">Reference</a>
 </li>
@@ -58,17 +52,21 @@ <h1>Authors</h1>
 
       
       <ul class="list-unstyled"><li>
-          <p><strong>Younes Boulaguiem</strong>. Author, maintainer, copyright holder. 
+          <p><strong>Stéphane Guerrier</strong>. Author, maintainer, copyright holder. 
           </p>
         </li>
         <li>
-          <p><strong>Stéphane Guerrier</strong>. Author, copyright holder. 
+          <p><strong>Younes Boulaguiem</strong>. Author, copyright holder. 
           </p>
         </li>
         <li>
           <p><strong>Dominique-Laurent Couturier</strong>. Author, copyright holder. 
           </p>
         </li>
+        <li>
+          <p><strong>Luca Insolia</strong>. Author, copyright holder. 
+          </p>
+        </li>
         <li>
           <p><strong>Stéphane Laurent</strong>. Copyright holder. 
           </p>
@@ -77,21 +75,21 @@ <h1>Authors</h1>
     <div class="section level2 citation-section">
     <div>
       <h1 id="citation">Citation</h1>
-      <small class="dont-index">Source: <a href="https://github.com/yboulag/cTOST/blob/HEAD/DESCRIPTION" class="external-link"><code>DESCRIPTION</code></a></small>
+      <small class="dont-index">Source: <a href="https://github.com/stephaneguerrier/cTOST/blob/HEAD/DESCRIPTION" class="external-link"><code>DESCRIPTION</code></a></small>
     </div>
     </div>
 
 
-    <p>Boulaguiem Y, Guerrier S, Couturier D (2024).
+    <p>Guerrier S, Boulaguiem Y, Couturier D, Insolia L (2024).
 <em>cTOST: Finite Sample Correction of the Two One-Sided Tests in the Univariate Framework</em>.
-R package version 1.0.0, <a href="https://github.com/yboulag/cTOST" class="external-link">https://github.com/yboulag/cTOST</a>. 
+R package version 1.0.0, <a href="https://github.com/stephaneguerrier/cTOST" class="external-link">https://github.com/stephaneguerrier/cTOST</a>. 
 </p>
     <pre>@Manual{,
   title = {cTOST: Finite Sample Correction of the Two One-Sided Tests in the Univariate Framework},
-  author = {Younes Boulaguiem and Stéphane Guerrier and Dominique-Laurent Couturier},
+  author = {Stéphane Guerrier and Younes Boulaguiem and Dominique-Laurent Couturier and Luca Insolia},
   year = {2024},
   note = {R package version 1.0.0},
-  url = {https://github.com/yboulag/cTOST},
+  url = {https://github.com/stephaneguerrier/cTOST},
 }</pre>
 
   </div>
@@ -101,7 +99,7 @@ <h1 id="citation">Citation</h1>
 
 
       <footer><div class="copyright">
-  <p></p><p>Developed by Younes Boulaguiem, Stéphane Guerrier, Dominique-Laurent Couturier.</p>
+  <p></p><p>Developed by Stéphane Guerrier, Younes Boulaguiem, Dominique-Laurent Couturier, Luca Insolia.</p>
 </div>
 
 <div class="pkgdown">
diff --git a/docs/index.html b/docs/index.html
index 51b5446..a60069d 100644
--- a/docs/index.html
+++ b/docs/index.html
@@ -18,7 +18,7 @@
 <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/5.12.1/css/v4-shims.min.css" integrity="sha256-wZjR52fzng1pJHwx4aV2AO3yyTOXrcDW7jBpJtTwVxw=" crossorigin="anonymous">
 <!-- clipboard.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/clipboard.js/2.0.6/clipboard.min.js" integrity="sha256-inc5kl9MA1hkeYUt+EC3BhlIgyp/2jDIyBLS6k3UxPI=" crossorigin="anonymous"></script><!-- headroom.js --><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/headroom.min.js" integrity="sha256-AsUX4SJE1+yuDu5+mAVzJbuYNPHj/WroHuZ8Ir/CkE0=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/headroom/0.11.0/jQuery.headroom.min.js" integrity="sha256-ZX/yNShbjqsohH1k95liqY9Gd8uOiE1S4vZc+9KQ1K4=" crossorigin="anonymous"></script><!-- pkgdown --><link href="pkgdown.css" rel="stylesheet">
 <script src="pkgdown.js"></script><meta property="og:title" content="Finite Sample Correction of the Two One-Sided Tests in the Univariate Framework">
-<meta property="og:description" content="A system containing easy-to-use tools to compute the bioequivalence assessment in the univariate framework using the methods proposed in Boulaguiem et al. (2023) &lt;doi:10.1101/2023.03.11.532179&gt;.">
+<meta property="og:description" content="A system containing easy-to-use tools to compute the bioequivalence assessment in the univariate framework using the methods proposed in Boulaguiem et al. (2024) &lt;https://doi.org/10.1002/sim.9993&gt;.">
 <meta property="og:image" content="/logo.png">
 <!-- mathjax --><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js" integrity="sha256-nvJJv9wWKEm88qvoQl9ekL2J+k/RWIsaSScxxlsrv8k=" crossorigin="anonymous"></script><script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/config/TeX-AMS-MML_HTMLorMML.js" integrity="sha256-84DKXVJXs0/F8OTMzX4UR909+jtl4G7SPypPavF+GfA=" crossorigin="anonymous"></script><!--[if lt IE 9]>
 <script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
@@ -52,12 +52,6 @@
      
   </a>
 </li>
-<li>
-  <a href="articles/get_started.html">Get started</a>
-</li>
-<li>
-  <a href="articles/reproducibility.html">Reproducibility</a>
-</li>
 <li>
   <a href="reference/index.html">Reference</a>
 </li>
@@ -89,9 +83,10 @@
 <!-- badges: start -->
 
 <div class="section level2">
-<h2 id="overview">Overview<a class="anchor" aria-label="anchor" href="#overview"></a>
+<h2 id="ctost-overview">
+<code>cTOST</code> Overview<a class="anchor" aria-label="anchor" href="#ctost-overview"></a>
 </h2>
-<p>This repository holds the <code>cTOST</code> R package. This package contains the function <code>tost</code> which provides an assessment of equivalence in the univariate framework based on the state-of-the-art Two One-Sided Tests (TOST). In addition, the package contains the functions <code>atost</code> and <code>dtost</code>, two corrective procedures applied to the TOST in the univariate framework in order to ensure the preservation of the Type I error rate at the desired nominal level and a uniform increase in power. These two functions output an assessment of equivalence in the univariate framework after their respective corrections is applied. More details can be found in Boulaguiem et al. (2023) that you can access via this <a href="https://www.biorxiv.org/content/10.1101/2023.03.11.532179v3" class="external-link">link</a>.</p>
+<p>This R package contains the functions to test equivalence in univariate and multivariate settings based on the Two One-Sided Tests (TOST). In addition, the package contains different corrective procedures applied to the standard TOST in order to adjust the size of the procedure at the desired nominal level leading to more powerful procedures. This package implements the <span class="math inline"><em>α</em></span>-TOST and <span class="math inline"><em>δ</em></span>-TOST methods proposed in Boulaguiem et al. (2024a) and in Boulaguiem et al. (2024b).</p>
 </div>
 <div class="section level2">
 <h2 id="install-instructions">Install Instructions<a class="anchor" aria-label="anchor" href="#install-instructions"></a>
@@ -102,18 +97,23 @@ <h2 id="install-instructions">Install Instructions<a class="anchor" aria-label="
 <code class="sourceCode R"><span><span class="fu"><a href="https://rdrr.io/r/utils/install.packages.html" class="external-link">install.packages</a></span><span class="op">(</span><span class="st">"devtools"</span><span class="op">)</span></span></code></pre></div>
 <p>The package is then installed with the following command:</p>
 <div class="sourceCode" id="cb2"><pre class="downlit sourceCode r">
-<code class="sourceCode R"><span><span class="fu">devtools</span><span class="fu">::</span><span class="fu"><a href="https://remotes.r-lib.org/reference/install_github.html" class="external-link">install_github</a></span><span class="op">(</span><span class="st">"yboulag/cTOST"</span><span class="op">)</span></span></code></pre></div>
+<code class="sourceCode R"><span><span class="fu">devtools</span><span class="fu">::</span><span class="fu"><a href="https://remotes.r-lib.org/reference/install_github.html" class="external-link">install_github</a></span><span class="op">(</span><span class="st">"stephaneguerrier/cTOST"</span><span class="op">)</span></span></code></pre></div>
 <p>Note that Windows users are assumed that have Rtools installed (if this is not the case, please visit this <a href="https://cran.r-project.org/bin/windows/Rtools/" class="external-link">link</a>.</p>
 </div>
 <div class="section level2">
+<h2 id="how-to-use">How to use<a class="anchor" aria-label="anchor" href="#how-to-use"></a>
+</h2>
+<p>TO DO</p>
+</div>
+<div class="section level2">
 <h2 id="how-to-cite">How to cite<a class="anchor" aria-label="anchor" href="#how-to-cite"></a>
 </h2>
-<div class="sourceCode" id="cb3"><pre class="sourceCode R"><code class="sourceCode r"><span id="cb3-1"><a href="#cb3-1" tabindex="-1"></a><span class="sc">@</span>Manual{boulaguiem2023ctost,</span>
+<div class="sourceCode" id="cb3"><pre class="sourceCode R"><code class="sourceCode r"><span id="cb3-1"><a href="#cb3-1" tabindex="-1"></a><span class="sc">@</span>Manual{boulaguiem2024ctost,</span>
 <span id="cb3-2"><a href="#cb3-2" tabindex="-1"></a>  title <span class="ot">=</span> {cTOST<span class="sc">:</span> Finite Sample Correction of The TOST <span class="cf">in</span> The Univariate Framework},</span>
-<span id="cb3-3"><a href="#cb3-3" tabindex="-1"></a>  author <span class="ot">=</span> {Younes Boulaguiem and Stéphane Guerrier and Dominique<span class="sc">-</span>Laurent Couturier},</span>
-<span id="cb3-4"><a href="#cb3-4" tabindex="-1"></a>  year <span class="ot">=</span> {<span class="dv">2023</span>},</span>
-<span id="cb3-5"><a href="#cb3-5" tabindex="-1"></a>  note <span class="ot">=</span> {R package version <span class="dv">1</span>.<span class="fl">0.0</span>},</span>
-<span id="cb3-6"><a href="#cb3-6" tabindex="-1"></a>  url <span class="ot">=</span> {https<span class="sc">:</span><span class="er">//</span>github.com<span class="sc">/</span>yboulag<span class="sc">/</span>cTOST},</span>
+<span id="cb3-3"><a href="#cb3-3" tabindex="-1"></a>  author <span class="ot">=</span> {Boulaguiem, Y. and Insolia, L. and Couturier, D.<span class="sc">-</span>L. and Guerrier, S.},</span>
+<span id="cb3-4"><a href="#cb3-4" tabindex="-1"></a>  year <span class="ot">=</span> {<span class="dv">2024</span>},</span>
+<span id="cb3-5"><a href="#cb3-5" tabindex="-1"></a>  note <span class="ot">=</span> {R package version <span class="dv">1</span>.<span class="fl">1.0</span>},</span>
+<span id="cb3-6"><a href="#cb3-6" tabindex="-1"></a>  url <span class="ot">=</span> {https<span class="sc">:</span><span class="er">//</span>github.com<span class="sc">/</span>stephaneguerrier},</span>
 <span id="cb3-7"><a href="#cb3-7" tabindex="-1"></a>}</span></code></pre></div>
 </div>
 <div class="section level2">
@@ -124,7 +124,8 @@ <h2 id="license">License<a class="anchor" aria-label="anchor" href="#license"></
 <div class="section level2">
 <h2 id="references">References<a class="anchor" aria-label="anchor" href="#references"></a>
 </h2>
-<p>Boulaguiem, Y., Quartier, J., Lapteva, M., Kalia, Y. N., Victoria-Feser, M. P., Guerrier, S., &amp; Couturier, D. L., “<em>Finite Sample Adjustments for Average Equivalence Testing</em>”, Statistics in Medicine, 2023, <a href="https://doi.org/10.1002/sim.9993" class="external-link uri">https://doi.org/10.1002/sim.9993</a>.</p>
+<p>Boulaguiem, Y., Quartier, J., Lapteva, M., Kalia, Y. N., Victoria-Feser, M. P., Guerrier, S. &amp; Couturier, D. L., “<em>Finite Sample Adjustments for Average Equivalence Testing</em>”, Statistics in Medicine, 2024a, <a href="https://doi.org/10.1002/sim.9993" class="external-link uri">https://doi.org/10.1002/sim.9993</a>.</p>
+<p>Boulaguiem, Y., Insolia, L., Victoria-Feser, M. P., Couturier, D. L. &amp; Guerrier, S., “<em>Multivariate Adjustments for Average Equivalence Testing</em>”, submitted manuscript, 2024b.</p>
 </div>
 </div>
   </div>
@@ -134,8 +135,8 @@ <h2 id="references">References<a class="anchor" aria-label="anchor" href="#refer
 <h2 data-toc-skip>Links</h2>
 <ul class="list-unstyled">
 <li><a href="https://cloud.r-project.org/package=cTOST" class="external-link">View on CRAN</a></li>
-<li><a href="https://github.com/yboulag/cTOST/" class="external-link">Browse source code</a></li>
-<li><a href="https://github.com/yboulag/cTOST/issues" class="external-link">Report a bug</a></li>
+<li><a href="https://github.com/stephaneguerrier/cTOST/" class="external-link">Browse source code</a></li>
+<li><a href="https://github.com/stephaneguerrier/cTOST/issues" class="external-link">Report a bug</a></li>
 </ul>
 </div>
 
@@ -157,9 +158,10 @@ <h2 data-toc-skip>Citation</h2>
 <div class="developers">
 <h2 data-toc-skip>Developers</h2>
 <ul class="list-unstyled">
-<li>Younes Boulaguiem <br><small class="roles"> Author, maintainer, copyright holder </small>  </li>
-<li>Stéphane Guerrier <br><small class="roles"> Author, copyright holder </small>  </li>
+<li>Stéphane Guerrier <br><small class="roles"> Author, maintainer, copyright holder </small>  </li>
+<li>Younes Boulaguiem <br><small class="roles"> Author, copyright holder </small>  </li>
 <li>Dominique-Laurent Couturier <br><small class="roles"> Author, copyright holder </small>  </li>
+<li>Luca Insolia <br><small class="roles"> Author, copyright holder </small>  </li>
 <li><a href="authors.html">More about authors...</a></li>
 </ul>
 </div>
@@ -168,7 +170,7 @@ <h2 data-toc-skip>Developers</h2>
 <h2 data-toc-skip>Dev status</h2>
 <ul class="list-unstyled">
 <li><a href="https://opensource.org/licenses/AGPL-3.0" class="external-link"><img src="https://img.shields.io/badge/licence-AGPL--3.0-blue.svg" alt="Licence"></a></li>
-<li><a href="https://github.com/yboulag/cTOST" class="external-link"><img src="https://img.shields.io/badge/last%20change-2024--04--11-green.svg" alt="Last-changedate"></a></li>
+<li><a href="https://github.com/yboulag/cTOST" class="external-link"><img src="https://img.shields.io/badge/last%20change-2024--05--02-green.svg" alt="Last-changedate"></a></li>
 <li><a href="https://github.com/yboulag/cTOST/actions/workflows/R-CMD-check.yaml" class="external-link"><img src="https://github.com/yboulag/cTOST/actions/workflows/R-CMD-check.yaml/badge.svg" alt="R-CMD-check"></a></li>
 <li><a href="https://www.r-pkg.org/pkg/cTOST" class="external-link"><img src="http://cranlogs.r-pkg.org/badges/cTOST" alt="CRAN RStudio mirror downloads"></a></li>
 <li><a href="https://www.r-pkg.org/pkg/cTOST" class="external-link"><img src="https://cranlogs.r-pkg.org/badges/grand-total/cTOST" alt="CRAN RStudio mirror downloads"></a></li>
@@ -181,7 +183,7 @@ <h2 data-toc-skip>Dev status</h2>
 
       <footer><div class="copyright">
   <p></p>
-<p>Developed by Younes Boulaguiem, Stéphane Guerrier, Dominique-Laurent Couturier.</p>
+<p>Developed by Stéphane Guerrier, Younes Boulaguiem, Dominique-Laurent Couturier, Luca Insolia.</p>
 </div>
 
 <div class="pkgdown">
diff --git a/docs/pkgdown.yml b/docs/pkgdown.yml
index 2f8a2c6..07b648e 100644
--- a/docs/pkgdown.yml
+++ b/docs/pkgdown.yml
@@ -4,5 +4,5 @@ pkgdown_sha: ~
 articles:
   get_started: get_started.html
   reproducibility: reproducibility.html
-last_built: 2024-04-11T13:13Z
+last_built: 2024-05-02T15:40Z
 
diff --git a/man/alphahat.fun.Rd b/man/alphahat.fun.Rd
index 2e76451..9b68fce 100644
--- a/man/alphahat.fun.Rd
+++ b/man/alphahat.fun.Rd
@@ -1,5 +1,5 @@
 % Generated by roxygen2: do not edit by hand
-% Please edit documentation in R/equiv.R
+% Please edit documentation in R/internal.R
 \name{alphahat.fun}
 \alias{alphahat.fun}
 \title{Get Corrected Level}
diff --git a/man/atost.Rd b/man/atost.Rd
index b6f956a..632a1c2 100644
--- a/man/atost.Rd
+++ b/man/atost.Rd
@@ -39,9 +39,8 @@ data(skin)
 theta_hat = diff(apply(skin,2,mean))
 nu = nrow(skin) - 1
 sig_hat = sd(apply(skin,1,diff))/sqrt(nu)
-res_atost = atost(theta = theta_hat, sigma = sig_hat, nu = nu,
+res_atost = cTOST:::atost(theta = theta_hat, sigma = sig_hat, nu = nu,
               alpha = 0.05, delta = log(1.25))
-res_atost
 compare_to_tost(res_atost)
 }
 \author{
diff --git a/man/compare_to_tost.Rd b/man/compare_to_tost.Rd
index 6547574..cb3ba71 100644
--- a/man/compare_to_tost.Rd
+++ b/man/compare_to_tost.Rd
@@ -1,5 +1,5 @@
 % Generated by roxygen2: do not edit by hand
-% Please edit documentation in R/equiv.R
+% Please edit documentation in R/print.R
 \name{compare_to_tost}
 \alias{compare_to_tost}
 \title{Comparison of a Corrective Procedure to the results of the Two One-Sided Tests (TOST) in Univariate Settings}
diff --git a/man/deltahat.fun.Rd b/man/deltahat.fun.Rd
index b64da84..b67df2a 100644
--- a/man/deltahat.fun.Rd
+++ b/man/deltahat.fun.Rd
@@ -1,5 +1,5 @@
 % Generated by roxygen2: do not edit by hand
-% Please edit documentation in R/equiv.R
+% Please edit documentation in R/internal.R
 \name{deltahat.fun}
 \alias{deltahat.fun}
 \title{Get Corrected (Bio)Equivalence Bounds}
diff --git a/man/dtost.Rd b/man/dtost.Rd
index 65f19d0..0938ad6 100644
--- a/man/dtost.Rd
+++ b/man/dtost.Rd
@@ -39,9 +39,8 @@ data(skin)
 theta_hat = diff(apply(skin,2,mean))
 nu = nrow(skin) - 1
 sig_hat = sd(apply(skin,1,diff))/sqrt(nu)
-res_dtost = dtost(theta = theta_hat, sigma = sig_hat, nu = nu,
+res_dtost = cTOST:::dtost(theta = theta_hat, sigma = sig_hat, nu = nu,
               alpha = 0.05, delta = log(1.25))
-res_dtost
 compare_to_tost(res_dtost)
 
 }
diff --git a/man/ipowen4.Rd b/man/ipowen4.Rd
index 887c9fa..f89633a 100644
--- a/man/ipowen4.Rd
+++ b/man/ipowen4.Rd
@@ -1,5 +1,5 @@
 % Generated by roxygen2: do not edit by hand
-% Please edit documentation in R/equiv.R
+% Please edit documentation in R/internal.R
 \name{ipowen4}
 \alias{ipowen4}
 \title{ipowen4 function from the OwenQ package}
diff --git a/man/obj_fun_delta_hat.Rd b/man/obj_fun_delta_hat.Rd
index e2381eb..988df89 100644
--- a/man/obj_fun_delta_hat.Rd
+++ b/man/obj_fun_delta_hat.Rd
@@ -1,5 +1,5 @@
 % Generated by roxygen2: do not edit by hand
-% Please edit documentation in R/equiv.R
+% Please edit documentation in R/internal.R
 \name{obj_fun_delta_hat}
 \alias{obj_fun_delta_hat}
 \title{Objective Function of the delta-TOST Corrective Procedure}
diff --git a/man/power_TOST.Rd b/man/power_TOST.Rd
index 4b19c6b..375738e 100644
--- a/man/power_TOST.Rd
+++ b/man/power_TOST.Rd
@@ -26,6 +26,6 @@ The function returns a \code{numeric} value that corresponds to a probability.
 Power function
 }
 \author{
-Younes Boulaguiem, Stéphane Guerrier, Dominique-Laurent Couturier
+Younes Boulaguiem, Stéphane Guerrier, Dominique-Laurent Couturier, Luca Insolia
 }
 \keyword{internal}
diff --git a/man/print.tost.Rd b/man/print.tost.Rd
index e9c84bc..94833a1 100644
--- a/man/print.tost.Rd
+++ b/man/print.tost.Rd
@@ -1,5 +1,5 @@
 % Generated by roxygen2: do not edit by hand
-% Please edit documentation in R/equiv.R
+% Please edit documentation in R/print.R
 \name{print.tost}
 \alias{print.tost}
 \title{Print Results of (Bio)Equivalence Assessment in Univariate Settings}
diff --git a/man/tost.Rd b/man/tost.Rd
index d66c3e7..4ab0ab0 100644
--- a/man/tost.Rd
+++ b/man/tost.Rd
@@ -28,6 +28,7 @@ A \code{tost} object with the structure:
  \item alpha:       The significance level used for the test.
  \item delta:       The (bio)equivalence limits used for the test.
  \item method:      The method used for the test (here the "TOST").
+ \item setting:     The setting used (univariate or multivariate).
 }
 }
 \description{
@@ -44,5 +45,5 @@ tost(theta = theta_hat, sigma = sig_hat, nu = nu,
 
 }
 \author{
-Younes Boulaguiem, Stéphane Guerrier, Dominique-Laurent Couturier
+Younes Boulaguiem, Stéphane Guerrier, Dominique-Laurent Couturier, Luca Insolia
 }
diff --git a/vignettes/reproducibility.Rmd b/vignettes/reproducibility.Rmd
index fcb1764..3c4ed06 100644
--- a/vignettes/reproducibility.Rmd
+++ b/vignettes/reproducibility.Rmd
@@ -10,7 +10,7 @@ vignette: >
   %\VignetteEncoding{UTF-8}
 ---
 
-```{r, include = FALSE, cache = FALSE}
+```{r, include = FALSE, cache = FALSE, eval=FALSE}
 knitr::opts_chunk$set(
   collapse = TRUE,
   comment = "#>",
@@ -31,7 +31,7 @@ In the following we use the methodology developed in this paper for the evaluati
 
 The results presented in Figure 4 of @boulaguiem2023finite can be reproduced as follows:
 
-```{r, eval=TRUE}
+```{r, eval=FALSE}
 library(cTOST)
 data(skin)
 
@@ -54,7 +54,7 @@ axis(2, at = mean(c(min(unlist(skin)),log(4000))), expression(paste("ECZ deposit
 
 In order to assess bioequivalence, we extract each of means between the two groups, the number of degrees of freedom, and the standard error:
 
-```{r, eval=TRUE}
+```{r, eval=FALSE}
 # Difference in means between the two groups
 theta_hat = diff(apply(skin,2,mean)) 
 
@@ -75,7 +75,7 @@ res_tost = tost(theta = theta_hat, sigma = sig_hat, nu = nu, alpha = 0.05, delta
 res_tost
 ```
 
-```{asciicast}
+```{asciicast, eval=FALSE}
 library(cTOST)
 data(skin)
 theta_hat = diff(apply(skin,2,mean))
@@ -94,7 +94,7 @@ res_dtost = dtost(theta = theta_hat, sigma = sig_hat, nu = nu, alpha = 0.05, del
 res_dtost
 ```
 
-```{asciicast}
+```{asciicast, eval=FALSE}
 library(cTOST)
 data(skin)
 theta_hat = diff(apply(skin,2,mean))
@@ -108,7 +108,7 @@ res_dtost
 compare_to_tost(res_dtost)
 ```
 
-```{asciicast}
+```{asciicast, eval=FALSE}
 library(cTOST)
 data(skin)
 theta_hat = diff(apply(skin,2,mean))
@@ -126,7 +126,7 @@ res_atost = atost(theta = theta_hat, sigma = sig_hat, nu = nu, alpha = 0.05, del
 res_atost
 ```
 
-```{asciicast}
+```{asciicast, eval=FALSE}
 library(cTOST)
 data(skin)
 theta_hat = diff(apply(skin,2,mean))
@@ -140,7 +140,7 @@ res_atost
 compare_to_tost(res_atost)
 ```
 
-```{asciicast}
+```{asciicast, eval=FALSE}
 library(cTOST)
 data(skin)
 theta_hat = diff(apply(skin,2,mean))
@@ -154,11 +154,11 @@ compare_to_tost(res_atost)
 
 To visually assess bioequivalence with the interval inclusion principal, we reproduce Figure 5 of @boulaguiem2023finite with the following code: 
 
-```{r include=FALSE}
+```{r include=FALSE, eval=FALSE}
 res_atost = atost(theta = theta_hat, sigma = sig_hat, nu = nu, alpha = 0.05, delta = log(1.25))
 ```
 
-```{r, eval=TRUE}
+```{r, eval=FALSE}
 # Nominal level and zquivalence bounds
 alpha = 0.05
 delta = log(1.25)