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@@ -76,7 +76,7 @@ <h1 id="instructor-notes">Notes to Instructors</h1>
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<h3>In general</h3>
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<p>We recommend that instructors, ourselves included, try each lab several weeks before assigning it to students. It may be that they need some setup, as with the Experiments Lab, and starting early will allow time for that. More generally, the packages and software these labs are built with may change over time. This could break some functionality and require changes to the code.</p>
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<p>We recommend that instructors, ourselves included, read the instructions and try each lab several weeks before assigning it to students. It may be that they need some setup, as with the Experiments Lab, and starting early will allow time for that. Additionally, the packages and software these labs are built with may change over time. This could break some functionality and require changes to the code.</p>
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<h3>In specific</h3>
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<p>Many of the labs have specific notes for how to run them, or problems that might be encountered, in the <code>README.md</code> file on their github repository. It is recommended that instructors go through these before assigning the lab to students. </p></div>
<li>Notebooks: <code>0_Online_Experiments.ipynb</code> and <code>1_Power_Calculation.ipynb</code></li>
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<li>Notebooks: <ahref="https://github.com/UM-CSS/CSSLabs-Experiments/blob/master/0_Online_Experiments.ipynb"><code>0_Online_Experiments.ipynb</code></a> and <ahref="https://github.com/UM-CSS/CSSLabs-Experiments/blob/master/1_Power_Calculation.ipynb"><code>1_Power_Calculation.ipynb</code></a></li>
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<li>Readings<ul>
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<li>Notebooks: <code>1_Evolution_of_Community_Norms.ipynb</code> and <code>2_Other_shocks_to_communities.ipynb</code></li>
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<li>Notebooks: <ahref="https://github.com/UM-CSS/CSSLabs-Community-Dynamics/blob/master/1_Evolution_of_Community_Norms.ipynb"><code>1_Evolution_of_Community_Norms.ipynb</code></a> and <ahref="https://github.com/UM-CSS/CSSLabs-Community-Dynamics/blob/master/2_Other_shocks_to_communities.ipynb"><code>2_Other_shocks_to_communities.ipynb</code></a></li>
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<li>Readings<ul>
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<li>Crawford, Kate. 2013. “<ahref="https://hbr.org/2013/04/the-hidden-biases-in-big-data">The Hidden Biases in Big Data</a>.” Harvard Business Review, April 1. </li>
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<li>Stephens, Alexis. 2014. “<ahref="https://nextcity.org/daily/entry/big-data-good-bad-help-disadvantaged-communities">Big Data Has Potential to Both Hurt and Help Disadvantaged Communities</a>.” Next City. Retrieved September 29, 2018. </li>
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<li>Bower, Bruce. 2018. “<ahref="https://www.sciencenews.org/blog/science-public/replication-crisis-psychology-science-studies-statistics">‘Replication crisis’ spurs reforms in how science studies are done</a>.” </li>
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<li>Lazer, D. M., Kennedy, R., King, G., & Vespignani, A. (2014). "<ahref="http://www.davidlazer.com/sites/default/files/The%20Parable%20of%20Google%20Flu%20(WP-Final).pdf">The parable of Google Flu: Traps in big data analysis</a>." Science 343(6176):1203-1205</li>
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<li>Kasy, Maximilian. “<ahref="https://econfip.org/policy-brief/no-data-in-the-void-values-and-distributional-conflicts-in-empirical-policy-research-and-artificial-intelligence">No Data in the Void: Values and Distributional Conflicts in Empirical Policy Research and Artificial Intelligence</a>.” Research Brief, August 2019.</li>
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<li>Required for graduate students <ul>
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<p>Required for graduate students </p>
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<ul>
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<li>Goel, S. and Salganik, M.J. (2010) "<ahref="https://www.princeton.edu/~mjs3/goel_salganik10.pdf">Assessing respondent-driven sampling</a>." PNAS. </li>
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<li>Tyler J. VanderWeele and Whitney R. Robinson. 2014. "<ahref="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4125322/">On causal interpretation of race in regressions adjusting for confounding and mediating variables</a>."</li>
<li>Notebooks: <code>0_Online_Experiments.ipynb</code> and <code>1_Power_Calculation.ipynb</code></li>
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<li>Notebooks: <ahref="https://github.com/UM-CSS/CSSLabs-Experiments/blob/master/0_Online_Experiments.ipynb"><code>0_Online_Experiments.ipynb</code></a> and <ahref="https://github.com/UM-CSS/CSSLabs-Experiments/blob/master/1_Power_Calculation.ipynb"><code>1_Power_Calculation.ipynb</code></a></li>
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<li>Notebooks: <code>0_Networks.ipynb</code> and <code>1_Network_Structure.ipynb</code></li>
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<li>Notebooks: <ahref="https://github.com/UM-CSS/CSSLabs-Networks/blob/master/0_Networks.ipynb"><code>0_Networks.ipynb</code></a> and <ahref="https://github.com/UM-CSS/CSSLabs-Networks/blob/master/1_Network_Structure.ipynb"><code>1_Network_Structure.ipynb</code></a></li>
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<li>Readings<ul>
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