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<p class="MsoNormal" align="center" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;text-align:center">
<a name="_Hlk69118321"><span lang="EN-US" style="font-size:18.0pt">The Institute for Analytical Sociology Seminar</span></a><span style="mso-bookmark:_Hlk69118321"><span lang="EN-US" style="font-size:18.0pt;mso-fareast-language:SV"><o:p></o:p></span></span></p>
<p class="Pa8" align="center" style="margin-bottom:1.0pt;text-align:center"><span style="mso-bookmark:_Hlk69118321"><span class="A8"><span lang="EN-US" style="font-size:18.0pt;font-family:"Times New Roman",serif">Venue: Online on Zoom
</span></span></span><span style="mso-bookmark:_Hlk69118321"><span class="A8"><span lang="EN-US" style="font-family:"Times New Roman",serif">(see Zoom link in the end of the email)</span></span></span><span style="mso-bookmark:_Hlk69118321"><span class="A6"><span style="font-size:9.0pt;font-family:"Times New Roman",serif;color:windowtext"><o:p></o:p></span></span></span></p>
<p class="MsoNormal"><span style="mso-bookmark:_Hlk69118321"><span class="A6"><span lang="EN-US" style="font-size:18.0pt;font-family:"Times New Roman",serif;color:#1F497D"><o:p> </o:p></span></span></span></p>
<p class="Pa8" align="center" style="margin-bottom:1.0pt;text-align:center"><span style="mso-bookmark:_Hlk69118321"><span lang="EN-US" style="font-size:18.0pt;font-family:"Times New Roman",serif">Thursday, March 2 @
<b><u>14:30CET</u></b></span><u><o:p></o:p></u></span></p>
<p class="Pa8" align="center" style="margin-bottom:1.0pt;text-align:center"><span style="mso-bookmark:_Hlk69118321"><span lang="EN-US">__________________________________________________</span></span><span style="mso-bookmark:_Hlk69118321"><span lang="EN-US" style="font-family:"Times New Roman",serif"><o:p></o:p></span></span></p>
<p class="MsoNormal" align="center" style="text-align:center"><span style="mso-bookmark:_Hlk69118321"><b><span lang="EN-US" style="font-size:18.0pt;mso-fareast-language:SV"><o:p> </o:p></span></b></span></p>
<p class="MsoNormal" align="center" style="text-align:center"><span style="mso-bookmark:_Hlk69118321"><b><span lang="EN-US" style="font-size:18.0pt;mso-fareast-language:SV"><o:p> </o:p></span></b></span></p>
<p class="MsoNormal" align="center" style="text-align:center"><span style="mso-bookmark:_Hlk69118321"><b><span lang="EN-US" style="font-size:18.0pt;color:black;mso-fareast-language:SV">The Nonlinear and Heterogeneous Effects of Parental Income on Children's
Educational Attainment<o:p></o:p></span></b></span></p>
<p class="MsoNormal" align="center" style="text-align:center"><span style="mso-bookmark:_Hlk69118321"><b><span lang="EN-US" style="font-size:18.0pt;mso-fareast-language:SV"><o:p> </o:p></span></b></span></p>
<p class="MsoNormal" align="center" style="text-align:center"><span style="mso-bookmark:_Hlk69118321"><i><span lang="EN-US" style="font-size:12.0pt;color:black;mso-fareast-language:SV">Ian Lundberg<o:p></o:p></span></i></span></p>
<p class="MsoNormal" align="center" style="text-align:center"><span style="mso-bookmark:_Hlk69118321"><i><span lang="EN-US" style="font-size:12.0pt;color:black;mso-fareast-language:SV">Cornell University<o:p></o:p></span></i></span></p>
<p class="MsoNormal" align="center" style="text-align:center"><span style="mso-bookmark:_Hlk69118321"><b><span lang="EN-US" style="font-size:18.0pt;mso-fareast-language:SV"><o:p> </o:p></span></b></span></p>
<p class="MsoNormal" align="center" style="text-align:center"><span style="mso-bookmark:_Hlk69118321"><span lang="EN-US"><o:p> </o:p></span></span></p>
<p class="MsoNormal"><span style="mso-bookmark:_Hlk69118321"><span lang="EN-GB"><o:p> </o:p></span></span></p>
<p class="MsoNormal"><span style="mso-bookmark:_Hlk69118321"><span lang="EN-GB" style="font-size:12.0pt">Abstract:<o:p></o:p></span></span></p>
<p class="MsoNormal"><span style="mso-bookmark:_Hlk69118321"><span lang="EN-US">College enrollment and completion rates are highly disparate by family income in the United States. Motivated by this fact, we consider the causal effect of family income on college
enrollment and completion in the potential outcomes framework. In contrast to a standard regression framework, we begin from a default assumption that the causal effect of parental income is nonlinear and heterogeneous. In contrast to most work using the potential
outcomes framework, we consider income as a continuous treatment condition. The relevant questions are what levels of income are helpful and for whom. Leveraging flexible machine learning estimators, we show distinct patterns in college enrollment and completion
across the income distribution. More broadly, our results demonstrate how a flexible approach can generate new insights when a treatment variable is continuous.<o:p></o:p></span></span></p>
<p class="MsoNormal"><span style="mso-bookmark:_Hlk69118321"><span lang="EN-US" style="font-size:12.0pt"><o:p> </o:p></span></span></p>
<p class="MsoNormal"><span style="mso-bookmark:_Hlk69118321"><span lang="EN-US">Topic: IAS Seminars<o:p></o:p></span></span></p>
<p class="MsoNormal"><span style="mso-bookmark:_Hlk69118321"><span lang="EN-US">Join Zoom Meeting<o:p></o:p></span></span></p>
<p class="MsoNormal"><span style="mso-bookmark:_Hlk69118321"></span><a href="https://liu-se.zoom.us/j/65535789369"><span style="mso-bookmark:_Hlk69118321"><span lang="EN-US">https://liu-se.zoom.us/j/65535789369</span></span><span style="mso-bookmark:_Hlk69118321"></span></a><span style="mso-bookmark:_Hlk69118321"><span lang="EN-US"><o:p></o:p></span></span></p>
<p class="MsoNormal"><span style="mso-bookmark:_Hlk69118321"><span lang="EN-US">Meeting ID: 655 3578 9369<o:p></o:p></span></span></p>
<span style="mso-bookmark:_Hlk69118321"></span>
<p class="MsoNormal"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoNormal"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoNormal"><span lang="EN-US"><o:p> </o:p></span></p>
<p class="MsoNormal" style="margin-bottom:12.0pt"><span style="mso-fareast-language:SV">Best regards<br>
Madelene Töpfer<br>
</span><span lang="EN-US" style="mso-fareast-language:SV">Administrator<o:p></o:p></span></p>
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<p class="MsoNormal"><span style="mso-fareast-language:SV"><img border="0" width="170" height="44" style="width:1.7708in;height:.4583in" id="_x0000_i1025" src="https://liu.se/mallar/signatur/liu_signatur_en.png" alt="Linköping University"></span><span style="mso-fareast-language:SV"><o:p></o:p></span></p>
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<p class="MsoNormal"><b><span lang="EN-US" style="font-size:10.0pt;font-family:"Arial",sans-serif;mso-fareast-language:SV">Institute for Analytical Sociology</span></b><span lang="EN-US" style="font-size:10.0pt;font-family:"Arial",sans-serif;mso-fareast-language:SV"><br>
S-601 74 Norrköping<br>
Phone: +46 (0)11-36 32 91<br>
Mobile: +46 (0)700 89 66 97<br>
Visiting address: </span><span lang="EN-US" style="mso-fareast-language:SV">Kopparhammaren 7, Kungsgatan 56D, Campus Norrköping</span><span lang="EN-US" style="font-size:10.0pt;font-family:"Arial",sans-serif;mso-fareast-language:SV">
<o:p></o:p></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-size:10.0pt;font-family:"Arial",sans-serif;mso-fareast-language:SV">Please visit us at
</span><span style="mso-fareast-language:SV"><a href="https://liu.se/" title="liu.se"><span lang="EN-US" style="font-size:10.0pt;font-family:"Arial",sans-serif;color:black;text-decoration:none">liu.se</span></a></span><span style="font-size:10.0pt;font-family:"Arial",sans-serif;mso-fareast-language:SV">
</span><span lang="EN-US" style="font-size:10.0pt;font-family:"Arial",sans-serif;mso-fareast-language:SV"><o:p></o:p></span></p>
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<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto"><i><span lang="EN-US" style="font-size:9.0pt;font-family:"Arial",sans-serif;color:#626262;mso-fareast-language:SV">E-mailing Linköping University will result in Linköping University
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</i><span style="mso-fareast-language:SV"><a href="https://liu.se/en/article/integritetspolicy-liu"><i><span lang="EN-US" style="font-size:9.0pt;font-family:"Arial",sans-serif;color:#626262">https://liu.se/en/article/integritetspolicy-liu</span></i></a></span><i><span style="font-size:9.0pt;font-family:"Arial",sans-serif;color:#626262;mso-fareast-language:SV">
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