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debruine committed Jan 11, 2024
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32 changes: 18 additions & 14 deletions index.html
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Expand Up @@ -678,8 +678,8 @@ <h2>Mean Function: Testing</h2>
<div class="sourceCode cell-code" id="cb9"><pre class="sourceCode numberSource r number-lines code-with-copy"><code class="sourceCode r"><span id="cb9-1"><a href="#cb9-1"></a>test_data <span class="ot">&lt;-</span> <span class="fu">rnorm</span>(<span class="at">n =</span> <span class="dv">10</span>, <span class="at">mean =</span> <span class="dv">0</span>, <span class="at">sd =</span> <span class="dv">1</span>)</span>
<span id="cb9-2"><a href="#cb9-2"></a>test_data</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
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<pre><code> [1] 2.1320471 1.4507008 0.7195198 -0.9554218 0.9512861 0.5087931
[7] 1.0677031 0.6907823 -1.2209821 -0.8583359</code></pre>
<pre><code> [1] 0.11148599 0.09301212 -1.31551523 -1.58759382 -1.26621010 -0.41885440
[7] 1.59791447 0.62133804 -0.20493488 0.96448323</code></pre>
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Expand All @@ -697,7 +697,7 @@ <h2>Mean Function: Testing</h2>
<div class="sourceCode cell-code" id="cb11"><pre class="sourceCode numberSource r number-lines code-with-copy"><code class="sourceCode r"><span id="cb11-1"><a href="#cb11-1"></a><span class="co"># print the mean that our function calculates</span></span>
<span id="cb11-2"><a href="#cb11-2"></a><span class="fu">mean_function</span>(test_data)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
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<pre><code>[1] 0.4486092</code></pre>
<pre><code>[1] -0.1404875</code></pre>
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Expand All @@ -706,7 +706,7 @@ <h2>Mean Function: Testing</h2>
<div class="sourceCode cell-code" id="cb13"><pre class="sourceCode numberSource r number-lines code-with-copy"><code class="sourceCode r"><span id="cb13-1"><a href="#cb13-1"></a><span class="co"># print the mean that the base R function calculates</span></span>
<span id="cb13-2"><a href="#cb13-2"></a><span class="fu">mean</span>(test_data)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
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<pre><code>[1] 0.4486092</code></pre>
<pre><code>[1] -0.1404875</code></pre>
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Expand Down Expand Up @@ -972,7 +972,7 @@ <h2>Variance Function: Testing</h2>
<div class="sourceCode cell-code" id="cb25"><pre class="sourceCode numberSource r number-lines code-with-copy"><code class="sourceCode r"><span id="cb25-1"><a href="#cb25-1"></a><span class="co"># print the variance that our function calculates</span></span>
<span id="cb25-2"><a href="#cb25-2"></a><span class="fu">var_function</span>(test_data)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
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<pre><code>[1] 1.230746</code></pre>
<pre><code>[1] 1.08501</code></pre>
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Expand All @@ -981,7 +981,7 @@ <h2>Variance Function: Testing</h2>
<div class="sourceCode cell-code" id="cb27"><pre class="sourceCode numberSource r number-lines code-with-copy"><code class="sourceCode r"><span id="cb27-1"><a href="#cb27-1"></a><span class="co"># print the variance that the base R function calculates</span></span>
<span id="cb27-2"><a href="#cb27-2"></a><span class="fu">var</span>(test_data)</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
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<pre><code>[1] 1.230746</code></pre>
<pre><code>[1] 1.08501</code></pre>
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Expand Down Expand Up @@ -1206,8 +1206,8 @@ <h2 data-id="quarto-animate-title">A familiar scenario</h2>
<pre><code># A tibble: 2 × 2
Group ReactionT
&lt;chr&gt; &lt;dbl&gt;
1 G1 650.
2 G1 404.</code></pre>
1 G1 245.
2 G1 564.</code></pre>
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</section>
Expand Down Expand Up @@ -1300,13 +1300,13 @@ <h2>Introduce errors just like you introduce a function</h2>
Welch Two Sample t-test

data: ReactionT by Group
t = 0.024675, df = 17.042, p-value = 0.9806
t = 0.78859, df = 17.395, p-value = 0.441
alternative hypothesis: true difference in means between group G1 and group G2 is not equal to 0
95 percent confidence interval:
-98.86345 101.20371
-77.8362 171.0075
sample estimates:
mean in group G1 mean in group G2
477.7201 476.5499 </code></pre>
554.0498 507.4641 </code></pre>
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</section>
Expand Down Expand Up @@ -1526,10 +1526,14 @@ <h2>Takeaway</h2>
<h1>PsyTeachR</h1>

<img data-src="images/psyteachr_logo.png" class="r-stretch"></section>
<section id="embedding-data-skills-in-research-methods-education-preparing-students-for-reproducible-research" class="slide level2">
<h2>Embedding Data Skills in Research Methods Education: Preparing Students for Reproducible Research</h2>
<p>Phil McAleer, Niamh Stack, Heather Cleland Woods, Lisa DeBruine, Helena Paterson, Emily Nordmann, Carolina Kuepper-Tetzel, Dale Barr</p>
<section id="embedding-data-skills-in-research-methods-education" class="slide level2">
<h2>Embedding Data Skills in Research Methods Education:</h2>
<h3 id="preparing-students-for-reproducible-research">Preparing Students for Reproducible Research</h3>
<p><smaller>Phil McAleer, Niamh Stack, Heather Cleland Woods, Lisa DeBruine, Helena Paterson, Emily Nordmann, Carolina Kuepper-Tetzel, Dale Barr</smaller></p>
<p><a href="https://doi.org/10.31234/osf.io/hq68s">10.31234/osf.io/hq68s</a></p>
<blockquote>
<p>When starting from realistic raw data, nearly 80% of the data analytic effort for this task involves skills not commonly taught—namely, importing, manipulating, and transforming tabular data.</p>
</blockquote>
</section>
<section id="resources" class="slide level2">
<h2>Resources</h2>
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Expand Up @@ -1056,12 +1056,16 @@ mean_function(test_chr)

![](images/psyteachr_logo.png)

## Embedding Data Skills in Research Methods Education: Preparing Students for Reproducible Research
## Embedding Data Skills in Research Methods Education:

Phil McAleer, Niamh Stack, Heather Cleland Woods, Lisa DeBruine, Helena Paterson, Emily Nordmann, Carolina Kuepper-Tetzel, Dale Barr
### Preparing Students for Reproducible Research

<smaller>Phil McAleer, Niamh Stack, Heather Cleland Woods, Lisa DeBruine, Helena Paterson, Emily Nordmann, Carolina Kuepper-Tetzel, Dale Barr</smaller>

[10.31234/osf.io/hq68s](https://doi.org/10.31234/osf.io/hq68s)

> When starting from realistic raw data, nearly 80% of the data analytic effort for this task involves skills not commonly taught—namely, importing, manipulating, and transforming tabular data.
## Resources

![[psyteachr.github.io](https://psyteachr.github.io/)](images/resources.png)
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