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MGMT-7830: Doctoral Level Data Analysis
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<meta property="og:description" content="The objective of this class is to develop skills necessary to understand and assess applications that use panel data techniques. Standard linear regression models are used as a benchmark. Basic knowledge of time series analysis is introduced, followed by panel data settings involving 'fixed' and 'random' effects. Recently developed GMM and instrumental variables methods are introduced and nonlinear panel data with binary outcomes is covered. Students will work through practical examples using Stata and Matlab.">
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Doctoral Level Data Analysis
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MGMT-7830
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<p>
The objective of this class is to develop skills necessary to understand and assess applications that use panel data techniques. Standard linear regression models are used as a benchmark. Basic knowledge of time series analysis is introduced, followed by panel data settings involving 'fixed' and 'random' effects. Recently developed GMM and instrumental variables methods are introduced and nonlinear panel data with binary outcomes is covered. Students will work through practical examples using Stata and Matlab.
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3 credits
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none
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<th class="fall season-label">Fall</th>
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<th class="summer2 midsum-label">(Session 1)</th>
<th class="summer3 midsum-label">(Session 2)</th>
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<th class="year">2024</th>
<td class="term spring not-offered">
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<td colspan="2" class="term summer unscheduled">
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<td class="term fall unscheduled">
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<th class="year">2023</th>
<td class="term spring not-offered">
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<th class="year">2022</th>
<td class="term spring not-offered">
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<td colspan="2" class="term summer not-offered">
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<th class="year">2021</th>
<td class="term spring not-offered">
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<td colspan="2" class="term summer not-offered">
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<th class="year">2020</th>
<td class="term spring not-offered">
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<th class="year">2019</th>
<td class="term spring offered">
<div class="view-container detail-view-container">
<span class="term-course-info">
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201901&subj_in=MGMT&crse_in=7830&schd_in=">Data Analysis (3c)</a>
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<ul class="prof-list">
<li>Nishtha Langer</li>
</ul>
<span class="course-capacity">
Seats Taken: 7/15
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<th class="year">2016</th>
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<div class="view-container detail-view-container">
<span class="term-course-info">
<a href="https://sis.rpi.edu/rss/bwckctlg.p_disp_listcrse?term_in=201609&subj_in=MGMT&crse_in=7830&schd_in=">Data Analysis (3c)</a>
</span>
<ul class="prof-list">
<li>Nishtha Langer</li>
</ul>
<span class="course-capacity">
Seats Taken: 5/15
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<th class="year">2015</th>
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<th class="year">2005</th>
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<th class="year">2004</th>
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