From 76c808e8a8951ac9e9a6497500d02679f4989719 Mon Sep 17 00:00:00 2001
From: danielinteractive <danielinteractive@users.noreply.github.com>
Date: Sun, 7 Apr 2024 19:24:12 +0000
Subject: [PATCH] deploy: 7638745a12477ffa7d6624658034856725cf6258

---
 listing.html                 |  18 +--
 search.json                  |   6 +-
 sitemap.xml                  |  24 ++--
 slides/03_workflow.html      | 222 +++++++++++++++++------------------
 slides/08_optimization.html  |  49 ++++----
 slides/download/simulatr.zip | Bin 14385 -> 22553 bytes
 6 files changed, 164 insertions(+), 155 deletions(-)

diff --git a/listing.html b/listing.html
index ea50432..6dea909 100644
--- a/listing.html
+++ b/listing.html
@@ -164,7 +164,7 @@ <h1 class="title">Slides</h1>
 
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-<div class="quarto-post image-right" data-index="0" data-listing-date-sort="1713398400000" data-listing-file-modified-sort="1712517289097" data-listing-date-modified-sort="NaN" data-listing-reading-time-sort="7">
+<div class="quarto-post image-right" data-index="0" data-listing-date-sort="1713398400000" data-listing-file-modified-sort="1712517633645" data-listing-date-modified-sort="NaN" data-listing-reading-time-sort="7">
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 <p><a href="./slides/01_intro.html"> <img src="./slides/thumbnails/hello.jpg" class="thumbnail-image"> </a></p>
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@@ -189,7 +189,7 @@ <h3 class="no-anchor listing-title">
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+<div class="quarto-post image-right" data-index="1" data-listing-date-sort="1713398400000" data-listing-file-modified-sort="1712517633645" data-listing-date-modified-sort="NaN" data-listing-reading-time-sort="8">
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 <p><a href="./slides/02_r_packages.html"> <img src="./slides/thumbnails/packages.jpg" class="thumbnail-image"> </a></p>
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@@ -214,7 +214,7 @@ <h3 class="no-anchor listing-title">
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+<div class="quarto-post image-right" data-index="2" data-listing-date-sort="1713398400000" data-listing-file-modified-sort="1712517633645" data-listing-date-modified-sort="NaN" data-listing-reading-time-sort="12">
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+<div class="quarto-post image-right" data-index="3" data-listing-date-sort="1713398400000" data-listing-file-modified-sort="1712517633645" data-listing-date-modified-sort="NaN" data-listing-reading-time-sort="22">
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 <p><a href="./slides/04_quality.html"> <img src="./slides/thumbnails/quality.jpg" class="thumbnail-image"> </a></p>
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@@ -264,7 +264,7 @@ <h3 class="no-anchor listing-title">
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+<div class="quarto-post image-right" data-index="4" data-listing-date-sort="1697500800000" data-listing-file-modified-sort="1712517633645" data-listing-date-modified-sort="NaN" data-listing-reading-time-sort="7">
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@@ -289,7 +289,7 @@ <h3 class="no-anchor listing-title">
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@@ -314,7 +314,7 @@ <h3 class="no-anchor listing-title">
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@@ -339,7 +339,7 @@ <h3 class="no-anchor listing-title">
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+<div class="quarto-post image-right" data-index="7" data-listing-date-sort="1710892800000" data-listing-file-modified-sort="1712517633645" data-listing-date-modified-sort="NaN" data-listing-reading-time-sort="6">
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diff --git a/search.json b/search.json
index f1958f1..473f3e0 100644
--- a/search.json
+++ b/search.json
@@ -200,14 +200,14 @@
     "href": "slides/03_workflow.html#example---step-3-packaging-4",
     "title": "3 An R Package Engineering Workflow",
     "section": "Example - Step 3: Packaging",
-    "text": "Example - Step 3: Packaging\nThe output is impractical, e.g., we need to scroll down:\n\nx &lt;- getSimulatedTwoArmMeans(n1 = 50, n2 = 50, mean1 = 5, mean2 = 7, sd1 = 3, sd2 = 4)\nx\n\n$n1\n[1] 50\n\n$n2\n[1] 50\n\n$mean1\n[1] 5\n\n$mean2\n[1] 7\n\n$sd1\n[1] 3\n\n$sd2\n[1] 4\n\n$data\n    group     values\n1       1  5.7818599\n2       1  2.2847028\n3       1  5.3983734\n4       1  2.9184438\n5       1  3.2603027\n6       1  3.8330480\n7       1  3.3933269\n8       1  7.0194349\n9       1  3.1882631\n10      1  3.3977514\n11      1  5.3960739\n12      1  4.2549329\n13      1  5.9134178\n14      1  6.3075702\n15      1  8.9947757\n16      1  2.8329812\n17      1  5.7221230\n18      1  7.3033073\n19      1  1.6294365\n20      1  3.0523486\n21      1 13.6510560\n22      1  3.8379746\n23      1  2.5651188\n24      1  3.5120915\n25      1  7.4219343\n26      1  5.4711330\n27      1  1.7159593\n28      1  5.0016733\n29      1  8.1568474\n30      1  6.8759317\n31      1  7.2046522\n32      1  1.8213727\n33      1  5.9207002\n34      1  5.6971769\n35      1  1.8991480\n36      1 -0.9112914\n37      1 10.3629755\n38      1  4.5559458\n39      1  3.5756622\n40      1  6.5361629\n41      1  3.5286742\n42      1  3.7058528\n43      1 -0.3460540\n44      1  2.5194376\n45      1  5.4434472\n46      1  8.0298859\n47      1  5.4018084\n48      1  1.5917499\n49      1  4.2809107\n50      1 -1.8314465\n51      2  5.2168488\n52      2 11.1099768\n53      2 -4.1645791\n54      2  0.6001590\n55      2 14.4016415\n56      2  9.0360940\n57      2  5.8468881\n58      2  7.4697700\n59      2  3.6172057\n60      2  9.7330635\n61      2 10.5131572\n62      2  4.8128598\n63      2  8.1820964\n64      2  6.3991693\n65      2  5.5782284\n66      2 12.0040273\n67      2  8.8068605\n68      2  7.4331907\n69      2 13.4903725\n70      2  6.0240017\n71      2 12.7493886\n72      2  4.2964761\n73      2  1.0745569\n74      2  4.5252232\n75      2  0.3565439\n76      2  4.7004079\n77      2  7.2128419\n78      2 10.0551684\n79      2  9.4038642\n80      2  7.7671698\n81      2  6.0917495\n82      2 13.4652278\n83      2  3.0221983\n84      2  9.9500011\n85      2  9.2555940\n86      2  5.2511124\n87      2 11.1868692\n88      2  7.5034715\n89      2  4.5176991\n90      2  2.9324020\n91      2  6.5668530\n92      2  8.4883223\n93      2  6.3254743\n94      2  2.3097076\n95      2  5.1352736\n96      2 14.0524737\n97      2 11.7603599\n98      2  9.2052021\n99      2 12.0578946\n100     2 14.7762096\n\nattr(,\"class\")\n[1] \"SimulationResult\"\n\n\n\nSolution: implement generic function print"
+    "text": "Example - Step 3: Packaging\nThe output is impractical, e.g., we need to scroll down:\n\nx &lt;- getSimulatedTwoArmMeans(n1 = 50, n2 = 50, mean1 = 5, mean2 = 7, sd1 = 3, sd2 = 4)\nx\n\n$n1\n[1] 50\n\n$n2\n[1] 50\n\n$mean1\n[1] 5\n\n$mean2\n[1] 7\n\n$sd1\n[1] 3\n\n$sd2\n[1] 4\n\n$data\n    group      values\n1       1  7.18176354\n2       1  5.37544894\n3       1  4.88238485\n4       1  6.25134368\n5       1  5.90451804\n6       1  6.33041813\n7       1  9.23858090\n8       1  3.91042484\n9       1  1.21768411\n10      1  6.15153803\n11      1  7.51609333\n12      1  7.20262211\n13      1  4.96727315\n14      1  5.27549596\n15      1  3.53130187\n16      1 13.65535361\n17      1  7.89461761\n18      1  3.91105003\n19      1  6.57648282\n20      1  5.08759919\n21      1  5.17777503\n22      1  5.08930500\n23      1  8.78730811\n24      1  3.37160005\n25      1  8.54736371\n26      1  3.98774000\n27      1  6.34837164\n28      1  3.76767167\n29      1  9.23815731\n30      1  4.44153123\n31      1  6.71575973\n32      1  3.90637303\n33      1 -2.67505214\n34      1  5.23804870\n35      1  4.41235233\n36      1  3.07739533\n37      1 11.02733756\n38      1  6.91425576\n39      1  5.95468436\n40      1  8.15714955\n41      1  5.72046585\n42      1  7.23134143\n43      1  7.51341906\n44      1  2.86268324\n45      1  5.79552750\n46      1  5.04298484\n47      1  6.99706279\n48      1  8.59115605\n49      1  7.38552597\n50      1  4.99568139\n51      2 17.70494190\n52      2 15.69911894\n53      2  7.28562390\n54      2 17.31870333\n55      2  8.64980334\n56      2 10.91553000\n57      2  4.18810119\n58      2  8.02072320\n59      2  8.86855014\n60      2 10.60321356\n61      2  8.54591627\n62      2  7.46436847\n63      2  4.67727439\n64      2  3.48160590\n65      2  7.13744384\n66      2  4.06792116\n67      2  9.03510923\n68      2 10.13692787\n69      2  5.45817521\n70      2  8.76551749\n71      2  2.83480220\n72      2 13.21195427\n73      2  0.07573131\n74      2  9.31480629\n75      2  4.67394506\n76      2  7.33848513\n77      2  7.44027851\n78      2 11.23387506\n79      2  7.52840580\n80      2 17.17691097\n81      2 10.85320887\n82      2  6.95872551\n83      2 10.19942219\n84      2  3.81641694\n85      2  8.44619378\n86      2  0.62290956\n87      2  6.01496753\n88      2  8.45260052\n89      2  4.14666312\n90      2  2.06578259\n91      2  7.82808632\n92      2  4.53130816\n93      2  9.30809572\n94      2  8.88547560\n95      2  2.89070005\n96      2  4.53368068\n97      2 14.28705336\n98      2  8.99475159\n99      2 11.20265227\n100     2 10.19172064\n\nattr(,\"class\")\n[1] \"SimulationResult\"\n\n\n\nSolution: implement generic function print"
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     "objectID": "slides/03_workflow.html#example---step-3-packaging-5",
     "href": "slides/03_workflow.html#example---step-3-packaging-5",
     "title": "3 An R Package Engineering Workflow",
     "section": "Example - Step 3: Packaging",
-    "text": "Example - Step 3: Packaging\nGeneric function print:\n\nCodeRoxygenOutput\n\n\n\nprint.SimulationResult &lt;- function(x, ...) {\n    args &lt;- list(n1 = x$n1, n2 = x$n2, \n        mean1 = x$mean1, mean2 = x$mean2, sd1 = x$sd1, sd2 = x$sd2)\n    \n    print(list(\n        args = format(args), \n        data = dplyr::tibble(x$data)\n    ), ...)\n}\nx\n\n\n\n\n#' @title\n#' Print Simulation Result\n#'\n#' @description\n#' Generic function to print a `SimulationResult` object.\n#'\n#' @param x a \\code{SimulationResult} object to print.\n#' @param ... further arguments passed to or from other methods.\n#' \n#' @examples\n#' x &lt;- getSimulatedTwoArmMeans(n1 = 50, n2 = 50, mean1 = 5, \n#'      mean2 = 7, sd1 = 3, sd2 = 4, seed = 123)\n#' print(x)\n#'\n#' @export\n\n\n\n\n\n$args\n   n1    n2 mean1 mean2   sd1   sd2 \n \"50\"  \"50\"   \"5\"   \"7\"   \"3\"   \"4\" \n\n$data\n# A tibble: 100 × 2\n   group values\n   &lt;dbl&gt;  &lt;dbl&gt;\n 1     1   5.78\n 2     1   2.28\n 3     1   5.40\n 4     1   2.92\n 5     1   3.26\n 6     1   3.83\n 7     1   3.39\n 8     1   7.02\n 9     1   3.19\n10     1   3.40\n# ℹ 90 more rows"
+    "text": "Example - Step 3: Packaging\nGeneric function print:\n\nCodeRoxygenOutput\n\n\n\nprint.SimulationResult &lt;- function(x, ...) {\n    args &lt;- list(n1 = x$n1, n2 = x$n2, \n        mean1 = x$mean1, mean2 = x$mean2, sd1 = x$sd1, sd2 = x$sd2)\n    \n    print(list(\n        args = format(args), \n        data = dplyr::tibble(x$data)\n    ), ...)\n}\nx\n\n\n\n\n#' @title\n#' Print Simulation Result\n#'\n#' @description\n#' Generic function to print a `SimulationResult` object.\n#'\n#' @param x a \\code{SimulationResult} object to print.\n#' @param ... further arguments passed to or from other methods.\n#' \n#' @examples\n#' x &lt;- getSimulatedTwoArmMeans(n1 = 50, n2 = 50, mean1 = 5, \n#'      mean2 = 7, sd1 = 3, sd2 = 4, seed = 123)\n#' print(x)\n#'\n#' @export\n\n\n\n\n\n$args\n   n1    n2 mean1 mean2   sd1   sd2 \n \"50\"  \"50\"   \"5\"   \"7\"   \"3\"   \"4\" \n\n$data\n# A tibble: 100 × 2\n   group values\n   &lt;dbl&gt;  &lt;dbl&gt;\n 1     1   7.18\n 2     1   5.38\n 3     1   4.88\n 4     1   6.25\n 5     1   5.90\n 6     1   6.33\n 7     1   9.24\n 8     1   3.91\n 9     1   1.22\n10     1   6.15\n# ℹ 90 more rows"
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@@ -886,7 +886,7 @@
     "href": "slides/08_optimization.html#profiling-classic-rprof-output",
     "title": "8 Code Optimization",
     "section": "Profiling: Classic Rprof output",
-    "text": "Profiling: Classic Rprof output\n\nRprof()\nf()\nRprof(NULL)\nsummaryRprof()\n\n$by.self\n                        self.time self.pct total.time total.pct\n\"profvis::pause\"             0.40    83.33       0.40     83.33\n\".updateMethodsInTable\"      0.02     4.17       0.04      8.33\n\"fun\"                        0.02     4.17       0.04      8.33\n\"getGeneric\"                 0.02     4.17       0.02      4.17\n\"unique\"                     0.02     4.17       0.02      4.17\n\n$by.total\n                          total.time total.pct self.time self.pct\n\".main\"                         0.48    100.00      0.00     0.00\n\"block_exec\"                    0.48    100.00      0.00     0.00\n\"call_block\"                    0.48    100.00      0.00     0.00\n\"eng_r\"                         0.48    100.00      0.00     0.00\n\"eval_with_user_handlers\"       0.48    100.00      0.00     0.00\n\"eval\"                          0.48    100.00      0.00     0.00\n\"evaluate_call\"                 0.48    100.00      0.00     0.00\n\"evaluate::evaluate\"            0.48    100.00      0.00     0.00\n\"evaluate\"                      0.48    100.00      0.00     0.00\n\"execute\"                       0.48    100.00      0.00     0.00\n\"f\"                             0.48    100.00      0.00     0.00\n\"handle\"                        0.48    100.00      0.00     0.00\n\"in_dir\"                        0.48    100.00      0.00     0.00\n\"in_input_dir\"                  0.48    100.00      0.00     0.00\n\"knitr::knit\"                   0.48    100.00      0.00     0.00\n\"process_file\"                  0.48    100.00      0.00     0.00\n\"process_group.block\"           0.48    100.00      0.00     0.00\n\"process_group\"                 0.48    100.00      0.00     0.00\n\"rmarkdown::render\"             0.48    100.00      0.00     0.00\n\"timing_fn\"                     0.48    100.00      0.00     0.00\n\"withCallingHandlers\"           0.48    100.00      0.00     0.00\n\"withVisible\"                   0.48    100.00      0.00     0.00\n\"profvis::pause\"                0.40     83.33      0.40    83.33\n\"g\"                             0.30     62.50      0.00     0.00\n\"asNamespace\"                   0.08     16.67      0.00     0.00\n\"loadNamespace\"                 0.08     16.67      0.00     0.00\n\"namespaceImport\"               0.08     16.67      0.00     0.00\n\"namespaceImportFrom\"           0.08     16.67      0.00     0.00\n\".updateMethodsInTable\"         0.04      8.33      0.02     4.17\n\"fun\"                           0.04      8.33      0.02     4.17\n\"doTryCatch\"                    0.04      8.33      0.00     0.00\n\"methods::cacheMetaData\"        0.04      8.33      0.00     0.00\n\"tryCatch\"                      0.04      8.33      0.00     0.00\n\"tryCatchList\"                  0.04      8.33      0.00     0.00\n\"tryCatchOne\"                   0.04      8.33      0.00     0.00\n\"getGeneric\"                    0.02      4.17      0.02     4.17\n\"unique\"                        0.02      4.17      0.02     4.17\n\".checkGroupSigLength\"          0.02      4.17      0.00     0.00\n\".make_numeric_version\"         0.02      4.17      0.00     0.00\n\".recMembers\"                   0.02      4.17      0.00     0.00\n\"as.numeric_version\"            0.02      4.17      0.00     0.00\n\"eval.parent\"                   0.02      4.17      0.00     0.00\n\"getGroupMembers\"               0.02      4.17      0.00     0.00\n\"lazyLoad\"                      0.02      4.17      0.00     0.00\n\"lazyLoadDBexec\"                0.02      4.17      0.00     0.00\n\"local\"                         0.02      4.17      0.00     0.00\n\"numeric_version\"               0.02      4.17      0.00     0.00\n\"Ops.numeric_version\"           0.02      4.17      0.00     0.00\n\"Recall\"                        0.02      4.17      0.00     0.00\n\"runHook\"                       0.02      4.17      0.00     0.00\n\"sys.source\"                    0.02      4.17      0.00     0.00\n\"try\"                           0.02      4.17      0.00     0.00\n\n$sample.interval\n[1] 0.02\n\n$sampling.time\n[1] 0.48"
+    "text": "Profiling: Classic Rprof output\n\nRprof()\nf()\nRprof(NULL)\nsummaryRprof()\n\n$by.self\n                  self.time self.pct total.time total.pct\n\"profvis::pause\"       0.40    83.33       0.40     83.33\n\"lazyLoadDBfetch\"      0.04     8.33       0.04      8.33\n\"gzfile\"               0.02     4.17       0.02      4.17\n\"stopifnot\"            0.02     4.17       0.02      4.17\n\n$by.total\n                          total.time total.pct self.time self.pct\n\".main\"                         0.48    100.00      0.00     0.00\n\"block_exec\"                    0.48    100.00      0.00     0.00\n\"call_block\"                    0.48    100.00      0.00     0.00\n\"eng_r\"                         0.48    100.00      0.00     0.00\n\"eval_with_user_handlers\"       0.48    100.00      0.00     0.00\n\"eval\"                          0.48    100.00      0.00     0.00\n\"evaluate_call\"                 0.48    100.00      0.00     0.00\n\"evaluate::evaluate\"            0.48    100.00      0.00     0.00\n\"evaluate\"                      0.48    100.00      0.00     0.00\n\"execute\"                       0.48    100.00      0.00     0.00\n\"f\"                             0.48    100.00      0.00     0.00\n\"handle\"                        0.48    100.00      0.00     0.00\n\"in_dir\"                        0.48    100.00      0.00     0.00\n\"in_input_dir\"                  0.48    100.00      0.00     0.00\n\"knitr::knit\"                   0.48    100.00      0.00     0.00\n\"process_file\"                  0.48    100.00      0.00     0.00\n\"process_group.block\"           0.48    100.00      0.00     0.00\n\"process_group\"                 0.48    100.00      0.00     0.00\n\"rmarkdown::render\"             0.48    100.00      0.00     0.00\n\"timing_fn\"                     0.48    100.00      0.00     0.00\n\"withCallingHandlers\"           0.48    100.00      0.00     0.00\n\"withVisible\"                   0.48    100.00      0.00     0.00\n\"profvis::pause\"                0.40     83.33      0.40    83.33\n\"g\"                             0.30     62.50      0.00     0.00\n\"asNamespace\"                   0.08     16.67      0.00     0.00\n\"loadNamespace\"                 0.08     16.67      0.00     0.00\n\"namespaceImport\"               0.08     16.67      0.00     0.00\n\"namespaceImportFrom\"           0.08     16.67      0.00     0.00\n\"doTryCatch\"                    0.06     12.50      0.00     0.00\n\"tryCatch\"                      0.06     12.50      0.00     0.00\n\"tryCatchList\"                  0.06     12.50      0.00     0.00\n\"tryCatchOne\"                   0.06     12.50      0.00     0.00\n\"lazyLoadDBfetch\"               0.04      8.33      0.04     8.33\n\"fun\"                           0.04      8.33      0.00     0.00\n\"runHook\"                       0.04      8.33      0.00     0.00\n\"gzfile\"                        0.02      4.17      0.02     4.17\n\"stopifnot\"                     0.02      4.17      0.02     4.17\n\".Call\"                         0.02      4.17      0.00     0.00\n\".checkGroupSigLength\"          0.02      4.17      0.00     0.00\n\".recMembers\"                   0.02      4.17      0.00     0.00\n\".updateMethodsInTable\"         0.02      4.17      0.00     0.00\n\"&lt;Anonymous&gt;\"                   0.02      4.17      0.00     0.00\n\"callback\"                      0.02      4.17      0.00     0.00\n\"env_get\"                       0.02      4.17      0.00     0.00\n\"eval.parent\"                   0.02      4.17      0.00     0.00\n\"get\"                           0.02      4.17      0.00     0.00\n\"getGeneric\"                    0.02      4.17      0.00     0.00\n\"getGroupMembers\"               0.02      4.17      0.00     0.00\n\"is\"                            0.02      4.17      0.00     0.00\n\"lazyLoad\"                      0.02      4.17      0.00     0.00\n\"lazyLoadDBexec\"                0.02      4.17      0.00     0.00\n\"local\"                         0.02      4.17      0.00     0.00\n\"methods::cacheMetaData\"        0.02      4.17      0.00     0.00\n\"readRDS\"                       0.02      4.17      0.00     0.00\n\"Recall\"                        0.02      4.17      0.00     0.00\n\"replace_from\"                  0.02      4.17      0.00     0.00\n\"resolve\"                       0.02      4.17      0.00     0.00\n\"run_on_load\"                   0.02      4.17      0.00     0.00\n\"set2\"                          0.02      4.17      0.00     0.00\n\"setNames\"                      0.02      4.17      0.00     0.00\n\"sys.source\"                    0.02      4.17      0.00     0.00\n\"try\"                           0.02      4.17      0.00     0.00\n\n$sample.interval\n[1] 0.02\n\n$sampling.time\n[1] 0.48"
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diff --git a/sitemap.xml b/sitemap.xml
index 854eae9..bebc73b 100644
--- a/sitemap.xml
+++ b/sitemap.xml
@@ -2,50 +2,50 @@
 <urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9">
   <url>
     <loc>https://inferential-biostatistics.github.io/workshop-r-swe-zrh/listing.html</loc>
-    <lastmod>2024-04-07T19:18:29.709Z</lastmod>
+    <lastmod>2024-04-07T19:24:10.744Z</lastmod>
   </url>
   <url>
     <loc>https://inferential-biostatistics.github.io/workshop-r-swe-zrh/slides/01_intro.html</loc>
-    <lastmod>2024-04-07T19:18:28.165Z</lastmod>
+    <lastmod>2024-04-07T19:24:09.200Z</lastmod>
   </url>
   <url>
     <loc>https://inferential-biostatistics.github.io/workshop-r-swe-zrh/slides/03_workflow.html</loc>
-    <lastmod>2024-04-07T19:18:25.681Z</lastmod>
+    <lastmod>2024-04-07T19:24:06.736Z</lastmod>
   </url>
   <url>
     <loc>https://inferential-biostatistics.github.io/workshop-r-swe-zrh/slides/07_shiny.html</loc>
-    <lastmod>2024-04-07T19:18:21.373Z</lastmod>
+    <lastmod>2024-04-07T19:24:02.491Z</lastmod>
   </url>
   <url>
     <loc>https://inferential-biostatistics.github.io/workshop-r-swe-zrh/slides/05_collaboration.html</loc>
-    <lastmod>2024-04-07T19:18:18.613Z</lastmod>
+    <lastmod>2024-04-07T19:23:59.823Z</lastmod>
   </url>
   <url>
     <loc>https://inferential-biostatistics.github.io/workshop-r-swe-zrh/slides/04_quality.html</loc>
-    <lastmod>2024-04-07T19:18:15.401Z</lastmod>
+    <lastmod>2024-04-07T19:23:56.639Z</lastmod>
   </url>
   <url>
     <loc>https://inferential-biostatistics.github.io/workshop-r-swe-zrh/index.html</loc>
-    <lastmod>2024-04-07T19:18:12.993Z</lastmod>
+    <lastmod>2024-04-07T19:23:54.323Z</lastmod>
   </url>
   <url>
     <loc>https://inferential-biostatistics.github.io/workshop-r-swe-zrh/slides/08_optimization.html</loc>
-    <lastmod>2024-04-07T19:18:17.321Z</lastmod>
+    <lastmod>2024-04-07T19:23:58.559Z</lastmod>
   </url>
   <url>
     <loc>https://inferential-biostatistics.github.io/workshop-r-swe-zrh/slides/06_publication.html</loc>
-    <lastmod>2024-04-07T19:18:19.781Z</lastmod>
+    <lastmod>2024-04-07T19:24:00.963Z</lastmod>
   </url>
   <url>
     <loc>https://inferential-biostatistics.github.io/workshop-r-swe-zrh/slides/02_r_packages.html</loc>
-    <lastmod>2024-04-07T19:18:22.909Z</lastmod>
+    <lastmod>2024-04-07T19:24:04.003Z</lastmod>
   </url>
   <url>
     <loc>https://inferential-biostatistics.github.io/workshop-r-swe-zrh/slides/09_conclusion.html</loc>
-    <lastmod>2024-04-07T19:18:26.553Z</lastmod>
+    <lastmod>2024-04-07T19:24:07.608Z</lastmod>
   </url>
   <url>
     <loc>https://inferential-biostatistics.github.io/workshop-r-swe-zrh/LICENSE.html</loc>
-    <lastmod>2024-04-07T19:18:28.997Z</lastmod>
+    <lastmod>2024-04-07T19:24:10.036Z</lastmod>
   </url>
 </urlset>
diff --git a/slides/03_workflow.html b/slides/03_workflow.html
index d45286a..f71716f 100644
--- a/slides/03_workflow.html
+++ b/slides/03_workflow.html
@@ -728,107 +728,107 @@ <h2>Example - Step 3: Packaging</h2>
 [1] 4
 
 $data
-    group     values
-1       1  5.7818599
-2       1  2.2847028
-3       1  5.3983734
-4       1  2.9184438
-5       1  3.2603027
-6       1  3.8330480
-7       1  3.3933269
-8       1  7.0194349
-9       1  3.1882631
-10      1  3.3977514
-11      1  5.3960739
-12      1  4.2549329
-13      1  5.9134178
-14      1  6.3075702
-15      1  8.9947757
-16      1  2.8329812
-17      1  5.7221230
-18      1  7.3033073
-19      1  1.6294365
-20      1  3.0523486
-21      1 13.6510560
-22      1  3.8379746
-23      1  2.5651188
-24      1  3.5120915
-25      1  7.4219343
-26      1  5.4711330
-27      1  1.7159593
-28      1  5.0016733
-29      1  8.1568474
-30      1  6.8759317
-31      1  7.2046522
-32      1  1.8213727
-33      1  5.9207002
-34      1  5.6971769
-35      1  1.8991480
-36      1 -0.9112914
-37      1 10.3629755
-38      1  4.5559458
-39      1  3.5756622
-40      1  6.5361629
-41      1  3.5286742
-42      1  3.7058528
-43      1 -0.3460540
-44      1  2.5194376
-45      1  5.4434472
-46      1  8.0298859
-47      1  5.4018084
-48      1  1.5917499
-49      1  4.2809107
-50      1 -1.8314465
-51      2  5.2168488
-52      2 11.1099768
-53      2 -4.1645791
-54      2  0.6001590
-55      2 14.4016415
-56      2  9.0360940
-57      2  5.8468881
-58      2  7.4697700
-59      2  3.6172057
-60      2  9.7330635
-61      2 10.5131572
-62      2  4.8128598
-63      2  8.1820964
-64      2  6.3991693
-65      2  5.5782284
-66      2 12.0040273
-67      2  8.8068605
-68      2  7.4331907
-69      2 13.4903725
-70      2  6.0240017
-71      2 12.7493886
-72      2  4.2964761
-73      2  1.0745569
-74      2  4.5252232
-75      2  0.3565439
-76      2  4.7004079
-77      2  7.2128419
-78      2 10.0551684
-79      2  9.4038642
-80      2  7.7671698
-81      2  6.0917495
-82      2 13.4652278
-83      2  3.0221983
-84      2  9.9500011
-85      2  9.2555940
-86      2  5.2511124
-87      2 11.1868692
-88      2  7.5034715
-89      2  4.5176991
-90      2  2.9324020
-91      2  6.5668530
-92      2  8.4883223
-93      2  6.3254743
-94      2  2.3097076
-95      2  5.1352736
-96      2 14.0524737
-97      2 11.7603599
-98      2  9.2052021
-99      2 12.0578946
-100     2 14.7762096
+    group      values
+1       1  7.18176354
+2       1  5.37544894
+3       1  4.88238485
+4       1  6.25134368
+5       1  5.90451804
+6       1  6.33041813
+7       1  9.23858090
+8       1  3.91042484
+9       1  1.21768411
+10      1  6.15153803
+11      1  7.51609333
+12      1  7.20262211
+13      1  4.96727315
+14      1  5.27549596
+15      1  3.53130187
+16      1 13.65535361
+17      1  7.89461761
+18      1  3.91105003
+19      1  6.57648282
+20      1  5.08759919
+21      1  5.17777503
+22      1  5.08930500
+23      1  8.78730811
+24      1  3.37160005
+25      1  8.54736371
+26      1  3.98774000
+27      1  6.34837164
+28      1  3.76767167
+29      1  9.23815731
+30      1  4.44153123
+31      1  6.71575973
+32      1  3.90637303
+33      1 -2.67505214
+34      1  5.23804870
+35      1  4.41235233
+36      1  3.07739533
+37      1 11.02733756
+38      1  6.91425576
+39      1  5.95468436
+40      1  8.15714955
+41      1  5.72046585
+42      1  7.23134143
+43      1  7.51341906
+44      1  2.86268324
+45      1  5.79552750
+46      1  5.04298484
+47      1  6.99706279
+48      1  8.59115605
+49      1  7.38552597
+50      1  4.99568139
+51      2 17.70494190
+52      2 15.69911894
+53      2  7.28562390
+54      2 17.31870333
+55      2  8.64980334
+56      2 10.91553000
+57      2  4.18810119
+58      2  8.02072320
+59      2  8.86855014
+60      2 10.60321356
+61      2  8.54591627
+62      2  7.46436847
+63      2  4.67727439
+64      2  3.48160590
+65      2  7.13744384
+66      2  4.06792116
+67      2  9.03510923
+68      2 10.13692787
+69      2  5.45817521
+70      2  8.76551749
+71      2  2.83480220
+72      2 13.21195427
+73      2  0.07573131
+74      2  9.31480629
+75      2  4.67394506
+76      2  7.33848513
+77      2  7.44027851
+78      2 11.23387506
+79      2  7.52840580
+80      2 17.17691097
+81      2 10.85320887
+82      2  6.95872551
+83      2 10.19942219
+84      2  3.81641694
+85      2  8.44619378
+86      2  0.62290956
+87      2  6.01496753
+88      2  8.45260052
+89      2  4.14666312
+90      2  2.06578259
+91      2  7.82808632
+92      2  4.53130816
+93      2  9.30809572
+94      2  8.88547560
+95      2  2.89070005
+96      2  4.53368068
+97      2 14.28705336
+98      2  8.99475159
+99      2 11.20265227
+100     2 10.19172064
 
 attr(,"class")
 [1] "SimulationResult"</code></pre>
@@ -888,16 +888,16 @@ <h2>Example - Step 3: Packaging</h2>
 # A tibble: 100 × 2
    group values
    &lt;dbl&gt;  &lt;dbl&gt;
- 1     1   5.78
- 2     1   2.28
- 3     1   5.40
- 4     1   2.92
- 5     1   3.26
- 6     1   3.83
- 7     1   3.39
- 8     1   7.02
- 9     1   3.19
-10     1   3.40
+ 1     1   7.18
+ 2     1   5.38
+ 3     1   4.88
+ 4     1   6.25
+ 5     1   5.90
+ 6     1   6.33
+ 7     1   9.24
+ 8     1   3.91
+ 9     1   1.22
+10     1   6.15
 # ℹ 90 more rows</code></pre>
 </div>
 </div>
diff --git a/slides/08_optimization.html b/slides/08_optimization.html
index c6debf1..e404f91 100644
--- a/slides/08_optimization.html
+++ b/slides/08_optimization.html
@@ -517,12 +517,11 @@ <h2>Profiling: Classic <code>Rprof</code> output</h2>
 <span id="cb2-4"><a href="#cb2-4"></a><span class="fu">summaryRprof</span>()</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 <div class="cell-output cell-output-stdout">
 <pre><code>$by.self
-                        self.time self.pct total.time total.pct
-"profvis::pause"             0.40    83.33       0.40     83.33
-".updateMethodsInTable"      0.02     4.17       0.04      8.33
-"fun"                        0.02     4.17       0.04      8.33
-"getGeneric"                 0.02     4.17       0.02      4.17
-"unique"                     0.02     4.17       0.02      4.17
+                  self.time self.pct total.time total.pct
+"profvis::pause"       0.40    83.33       0.40     83.33
+"lazyLoadDBfetch"      0.04     8.33       0.04      8.33
+"gzfile"               0.02     4.17       0.02      4.17
+"stopifnot"            0.02     4.17       0.02      4.17
 
 $by.total
                           total.time total.pct self.time self.pct
@@ -554,28 +553,38 @@ <h2>Profiling: Classic <code>Rprof</code> output</h2>
 "loadNamespace"                 0.08     16.67      0.00     0.00
 "namespaceImport"               0.08     16.67      0.00     0.00
 "namespaceImportFrom"           0.08     16.67      0.00     0.00
-".updateMethodsInTable"         0.04      8.33      0.02     4.17
-"fun"                           0.04      8.33      0.02     4.17
-"doTryCatch"                    0.04      8.33      0.00     0.00
-"methods::cacheMetaData"        0.04      8.33      0.00     0.00
-"tryCatch"                      0.04      8.33      0.00     0.00
-"tryCatchList"                  0.04      8.33      0.00     0.00
-"tryCatchOne"                   0.04      8.33      0.00     0.00
-"getGeneric"                    0.02      4.17      0.02     4.17
-"unique"                        0.02      4.17      0.02     4.17
+"doTryCatch"                    0.06     12.50      0.00     0.00
+"tryCatch"                      0.06     12.50      0.00     0.00
+"tryCatchList"                  0.06     12.50      0.00     0.00
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diff --git a/slides/download/simulatr.zip b/slides/download/simulatr.zip
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