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diff --git a/slides/00-intro.html b/slides/00-intro.html
@@ -12,7 +12,7 @@
 class: center, middle, inverse, title-slide
 
 # Causal Inference in R: Introduction
-### 2020-07-29 (updated: 2020-11-18)
+### 2020-07-29 (updated: 2020-12-01)
 
 ---
 

diff --git a/slides/00-intro.pdf b/slides/00-intro.pdf
diff --git a/slides/01-causal_modeling_whole_game.html b/slides/01-causal_modeling_whole_game.html
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 # Causal Modeling in R: Whole Game
-### 2020-07-29 (updated: 2020-11-18)
+### 2020-07-29 (updated: 2020-12-01)
 
 ---
 

diff --git a/slides/01-causal_modeling_whole_game.pdf b/slides/01-causal_modeling_whole_game.pdf
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diff --git a/slides/02-dags.html b/slides/02-dags.html
@@ -14,7 +14,7 @@
 class: center, middle, inverse, title-slide
 
 # Causal Diagrams in R
-### 2020-07-29 (updated: 2020-11-18)
+### 2020-07-29 (updated: 2020-12-01)
 
 ---
 
@@ -144,7 +144,7 @@
 ### We're going to assume that coffee does not cause cancer, so there's no formula for that. But we still need to declare our causal question. Specify "coffee" as the exposure and "cancer" as the outcome (both in quotations marks).
 ### Plot the DAG using `ggdag()`
 
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 ### Call `tidy_dagitty()` on `coffee_cancer_dag` to create a tidy DAG, then pass the results to `dag_paths()`. What's different about these data?
 ### Plot the open paths with `ggdag_paths()`. (Just give it `coffee_cancer_dag` rather than using `dag_paths()`; the quick plot function will do that for you.) Remember, since we assume there is *no* causal path from coffee to lung cancer, any open paths must be confounding pathways. 
 
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 #### Use `ggdag_adjustment_set()` to visualize the adjustment sets. Add the arguments `use_labels = "label"` and `text = FALSE`.
 #### Write an R formula for each adjustment set, as you might if you were fitting a model in `lm()` or `glm()`
 
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+<div class="countdown" id="timer_5fc6be60" style="right:0;bottom:0;" data-warnwhen="0">
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diff --git a/slides/02-dags.pdf b/slides/02-dags.pdf
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diff --git a/slides/03-pscores.html b/slides/03-pscores.html
@@ -4,10 +4,10 @@
     <title>Propensity Scores</title>
     <meta charset="utf-8" />
     <meta name="author" content="Lucy D’Agostino McGowan" />
-    <script src="libs/header-attrs-2.5/header-attrs.js"></script>
-    <link href="libs/remark-css-0.0.1/default.css" rel="stylesheet" />
-    <link href="libs/countdown-0.3.5/countdown.css" rel="stylesheet" />
-    <script src="libs/countdown-0.3.5/countdown.js"></script>
+    <script src="libs/header-attrs/header-attrs.js"></script>
+    <link href="libs/remark-css/default.css" rel="stylesheet" />
+    <link href="libs/countdown/countdown.css" rel="stylesheet" />
+    <script src="libs/countdown/countdown.js"></script>
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   <body>
@@ -17,7 +17,7 @@
 # Propensity Scores
 ### Lucy D’Agostino McGowan
 ### Wake Forest University
-### 2020-07-29 (updated: 2020-11-18)
+### 2020-07-29 (updated: 2020-12-01)
 
 ---
 
@@ -168,7 +168,7 @@
 
 ## Your turn
 
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+<div class="countdown" id="timer_5fc6bbc4" style="right:0;bottom:0;" data-warnwhen="0">
 <code class="countdown-time"><span class="countdown-digits minutes">07</span><span class="countdown-digits colon">:</span><span class="countdown-digits seconds">00</span></code>
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diff --git a/slides/05-pscore-diagnostics.html b/slides/05-pscore-diagnostics.html
@@ -4,10 +4,10 @@
     <title>Propensity Score Diagnostics</title>
     <meta charset="utf-8" />
     <meta name="author" content="Lucy D’Agostino McGowan" />
-    <script src="libs/header-attrs-2.5/header-attrs.js"></script>
-    <link href="libs/remark-css-0.0.1/default.css" rel="stylesheet" />
-    <link href="libs/countdown-0.3.5/countdown.css" rel="stylesheet" />
-    <script src="libs/countdown-0.3.5/countdown.js"></script>
+    <script src="libs/header-attrs/header-attrs.js"></script>
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+    <script src="libs/countdown/countdown.js"></script>
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@@ -17,7 +17,7 @@
 # Propensity Score Diagnostics
 ### Lucy D’Agostino McGowan
 ### Wake Forest University
-### 2020-07-29 (updated: 2020-11-18)
+### 2020-07-29 (updated: 2020-12-01)
 
 ---
 
@@ -312,7 +312,7 @@
 
 ## Your turn 1
 
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 ## Your turn 2
 
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+<div class="countdown" id="timer_5fc6be1e" style="right:0;bottom:0;" data-warnwhen="0">
 <code class="countdown-time"><span class="countdown-digits minutes">07</span><span class="countdown-digits colon">:</span><span class="countdown-digits seconds">00</span></code>
 </div>
 

diff --git a/slides/05-pscore-diagnostics.pdf b/slides/05-pscore-diagnostics.pdf
diff --git a/slides/06-outcome-model.html b/slides/06-outcome-model.html
@@ -4,10 +4,10 @@
     <title>Fitting the outcome model</title>
     <meta charset="utf-8" />
     <meta name="author" content="Lucy D’Agostino McGowan" />
-    <script src="libs/header-attrs-2.5/header-attrs.js"></script>
-    <link href="libs/remark-css-0.0.1/default.css" rel="stylesheet" />
-    <link href="libs/countdown-0.3.5/countdown.css" rel="stylesheet" />
-    <script src="libs/countdown-0.3.5/countdown.js"></script>
+    <script src="libs/header-attrs/header-attrs.js"></script>
+    <link href="libs/remark-css/default.css" rel="stylesheet" />
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+    <script src="libs/countdown/countdown.js"></script>
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@@ -17,7 +17,7 @@
 # Fitting the outcome model
 ### Lucy D’Agostino McGowan
 ### Wake Forest University
-### 2020-07-29 (updated: 2020-11-18)
+### 2020-07-29 (updated: 2020-12-01)
 
 ---
 
@@ -246,7 +246,7 @@
 
 ## Your Turn
 
-<div class="countdown" id="timer_5fb59e33" style="right:0;bottom:0;" data-warnwhen="0">
+<div class="countdown" id="timer_5fc6be85" style="right:0;bottom:0;" data-warnwhen="0">
 <code class="countdown-time"><span class="countdown-digits minutes">10</span><span class="countdown-digits colon">:</span><span class="countdown-digits seconds">00</span></code>
 </div>
 

diff --git a/slides/06-outcome-model.pdf b/slides/06-outcome-model.pdf
diff --git a/slides/index.html b/slides/index.html
@@ -3,7 +3,7 @@
   <head>
     <title>Causal Inference in R Slides</title>
     <meta charset="utf-8" />
-    <meta name="date" content="2020-07-28" />
+    <meta name="date" content="2020-12-01" />
     <script src="libs/header-attrs/header-attrs.js"></script>
     <link href="libs/remark-css/default.css" rel="stylesheet" />
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@@ -20,7 +20,7 @@
 ###[01-causal_modeling_whole_game](01-causal_modeling_whole_game.html)
 ###[02-dags](02-dags.html)
 ###[03-pscores](03-pscores.html)
-###[04-using-pscores](04-pscore-weighting.html)
+###[04-using-pscores](04-using-pscores.html)
 ###[05-pscore-diagnostics](05-pscore-diagnostics.html)
 ###[06-outcome-model](06-outcome-model.html)
 

diff --git a/slides/index.pdf b/slides/index.pdf