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ECON-4570: Econometrics
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<meta property="og:title" content="ECON-4570: Econometrics">
<meta property="og:description" content="This course is an introduction to econometric data analysis. The statistical methods covered enable analysis of relationships between variables in data, with special attention to identification of true casual effects. Topics covered include linear and simple nonlinear regression models, internal and external validity, methods for panel data and binary dependent variables, instrumental variable methods, use of experimental and quasi-experimental data, and basic time series methods. The course included hands-on data analysis and report writing.">
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<h1 id="name">
Econometrics
</h1>
<h2 id="code">
ECON-4570
</h2>
<p>
This course is an introduction to econometric data analysis. The statistical methods covered enable analysis of relationships between variables in data, with special attention to identification of true casual effects. Topics covered include linear and simple nonlinear regression models, internal and external validity, methods for panel data and binary dependent variables, instrumental variable methods, use of experimental and quasi-experimental data, and basic time series methods. The course included hands-on data analysis and report writing.
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4 credits
</span>
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Prereqs:
</div>
<div id="prereq-classes" class="rel-info-courses">
<a class="course-pill" href="MATH-2010">MATH-2010 Multivariable Calculus and Matrix Algebra</a>
<div class="pr-and">and</div>
<div class="pr-or-con">
<div class="pr-or-title">
one of:
</div>
<div class="pr-or">
<a class="course-pill" href="ENGR-2600">ENGR-2600 Modeling and Analysis of Uncertainty</a>
<a class="course-pill" href="MGMT-2100">MGMT-2100 Statistical Methods</a>
<a class="course-pill" href="MATP-4600">MATP-4600 Probability Theory and Applications</a>
<a class="course-pill" href="PSYC-2310">PSYC-2310 Research Methods and Statistics I</a>
<a class="course-pill" href="BIOL-4200">BIOL-4200 Biostatistics</a>
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<table id="years-table">
<thead>
<tr>
<th></th>
<th class="spring season-label">Spring</th>
<th class="summer season-label" colspan="2">Summer</th>
<th class="fall season-label">Fall</th>
</tr>
<tr>
<th colspan="2"></th>
<th class="summer2 midsum-label">(Session 1)</th>
<th class="summer3 midsum-label">(Session 2)</th>
<th></th>
</tr>
</thead>
<tbody>
<tr>
<th class="year">2023</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=202301&subj_in=ECON&crse_in=4570&schd_in=">Econometrics (4c)</a>
</span>
<ul class="prof-list">
<li>Prakrati Thakur</li>
<li>Huaming Peng</li>
<li>Rui Fan</li>
</ul>
<span class="course-capacity">
Seats Taken: 34/75
</span>
</div>
</td>
<td class="term summer2 not-offered">
</td>
<td class="term summer3 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=202305&subj_in=ECON&crse_in=4570&schd_in=">Econometrics (4c)</a>
</span>
<ul class="prof-list">
<li>Huaming Peng</li>
</ul>
<span class="course-capacity">
Seats Taken: 10/40
</span>
</div>
</td>
<td class="term fall 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=202309&subj_in=ECON&crse_in=4570&schd_in=">Econometrics (4c)</a>
</span>
<ul class="prof-list">
<li>Huaming Peng</li>
<li>Rui Fan</li>
</ul>
<span class="course-capacity">
Seats Taken: 36/50
</span>
</div>
</td>
</tr>
<tr>
<th class="year">2022</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=202201&subj_in=ECON&crse_in=4570&schd_in=">Econometrics (4c)</a>
</span>
<ul class="prof-list">
<li>Huaming Peng</li>
<li>Rui Fan</li>
</ul>
<span class="course-capacity">
Seats Taken: 31/75
</span>
</div>
</td>
<td class="term summer2 not-offered">
</td>
<td class="term summer3 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=202205&subj_in=ECON&crse_in=4570&schd_in=">Econometrics (4c)</a>
</span>
<ul class="prof-list">
<li>Huaming Peng</li>
</ul>
<span class="course-capacity">
Seats Taken: 20/40
</span>
</div>
</td>
<td class="term fall 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=202209&subj_in=ECON&crse_in=4570&schd_in=">Econometrics (4c)</a>
</span>
<ul class="prof-list">
<li>Huaming Peng</li>
<li>Rui Fan</li>
</ul>
<span class="course-capacity">
Seats Taken: 34/50
</span>
</div>
</td>
</tr>
<tr>
<th class="year">2021</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=202101&subj_in=ECON&crse_in=4570&schd_in=">Econometrics (4c)</a>
</span>
<ul class="prof-list">
<li>Huaming Peng</li>
</ul>
<span class="course-capacity">
Seats Taken: 19/38
</span>
</div>
</td>
<td class="term summer2 not-offered">
</td>
<td class="term summer3 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=202105&subj_in=ECON&crse_in=4570&schd_in=">Econometrics (4c)</a>
</span>
<ul class="prof-list">
<li>Huaming Peng</li>
</ul>
<span class="course-capacity">
Seats Taken: 21/40
</span>
</div>
</td>
<td class="term fall 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=202109&subj_in=ECON&crse_in=4570&schd_in=">Econometrics (4c)</a>
</span>
<ul class="prof-list">
<li>Huaming Peng</li>
<li>Rui Fan</li>
</ul>
<span class="course-capacity">
Seats Taken: 44/50
</span>
</div>
</td>
</tr>
<tr>
<th class="year">2020</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=202001&subj_in=ECON&crse_in=4570&schd_in=">Econometrics (4c)</a>
</span>
<ul class="prof-list">
<li>Huaming Peng</li>
</ul>
<span class="course-capacity">
Seats Taken: 20/19
</span>
</div>
</td>
<td class="term summer2 not-offered">
</td>
<td class="term summer3 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=202005&subj_in=ECON&crse_in=4570&schd_in=">Econometrics (4c)</a>
</span>
<ul class="prof-list">
<li>Huaming Peng</li>
</ul>
<span class="course-capacity">
Seats Taken: 10/40
</span>
</div>
</td>
<td class="term fall 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=202009&subj_in=ECON&crse_in=4570&schd_in=">Econometrics (4c)</a>
</span>
<ul class="prof-list">
<li>Huaming Peng</li>
<li>Jianjing Lin</li>
</ul>
<span class="course-capacity">
Seats Taken: 36/39
</span>
</div>
</td>
</tr>
<tr>
<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=ECON&crse_in=4570&schd_in=">Econometrics (4c)</a>
</span>
<ul class="prof-list">
<li>Huaming Peng</li>
</ul>
<span class="course-capacity">
Seats Taken: 21/29
</span>
</div>
</td>
<td class="term summer2 not-offered">
</td>
<td class="term summer3 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=201905&subj_in=ECON&crse_in=4570&schd_in=">Econometrics (4c)</a>
</span>
<ul class="prof-list">
<li>Huaming Peng</li>
</ul>
<span class="course-capacity">
Seats Taken: 15/40
</span>
</div>
</td>
<td class="term fall 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=201909&subj_in=ECON&crse_in=4570&schd_in=">Econometrics (4c)</a>
</span>
<ul class="prof-list">
<li>Huaming Peng</li>
<li>Jianjing Lin</li>
</ul>
<span class="course-capacity">
Seats Taken: 30/39
</span>
</div>
</td>
</tr>
<tr>
<th class="year">2018</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=201801&subj_in=ECON&crse_in=4570&schd_in=">Econometrics (4c)</a>
</span>
<ul class="prof-list">
<li>Huaming Peng</li>
<li>Kenneth L. Simons</li>
</ul>
<span class="course-capacity">
Seats Taken: 28/38
</span>
</div>
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall 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=201809&subj_in=ECON&crse_in=4570&schd_in=">Econometrics (4c)</a>
</span>
<ul class="prof-list">
<li>Huaming Peng</li>
<li>Jianjing Lin</li>
</ul>
<span class="course-capacity">
Seats Taken: 22/48
</span>
</div>
</td>
</tr>
<tr>
<th class="year">2017</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=201701&subj_in=ECON&crse_in=4570&schd_in=">Econometrics (4c)</a>
</span>
<ul class="prof-list">
<li>Russell Michael Weinstein</li>
</ul>
<span class="course-capacity">
Seats Taken: 21/30
</span>
</div>
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall 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=201709&subj_in=ECON&crse_in=4570&schd_in=">Econometrics (4c)</a>
</span>
<ul class="prof-list">
<li>Jianjing Lin</li>
<li>Kenneth L. Simons</li>
</ul>
<span class="course-capacity">
Seats Taken: 13/48
</span>
</div>
</td>
</tr>
<tr>
<th class="year">2016</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=201601&subj_in=ECON&crse_in=4570&schd_in=">Econometrics (4c)</a>
</span>
<ul class="prof-list">
<li>Kenneth L. Simons</li>
</ul>
<span class="course-capacity">
Seats Taken: 20/30
</span>
</div>
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall 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=201609&subj_in=ECON&crse_in=4570&schd_in=">Econometrics (4c)</a>
</span>
<ul class="prof-list">
<li>Kenneth L. Simons</li>
</ul>
<span class="course-capacity">
Seats Taken: 17/30
</span>
</div>
</td>
</tr>
<tr>
<th class="year">2015</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=201501&subj_in=ECON&crse_in=4570&schd_in=">Econometrics (4c)</a>
</span>
<ul class="prof-list">
<li>Russell Michael Weinstein</li>
</ul>
<span class="course-capacity">
Seats Taken: 18/28
</span>
</div>
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall 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=201509&subj_in=ECON&crse_in=4570&schd_in=">Econometrics (4c)</a>
</span>
<ul class="prof-list">
<li>Russell Michael Weinstein</li>
<li>Kenneth L. Simons</li>
</ul>
<span class="course-capacity">
Seats Taken: 17/60
</span>
</div>
</td>
</tr>
<tr>
<th class="year">2014</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=201401&subj_in=ECON&crse_in=4570&schd_in=">Econometrics (4c)</a>
</span>
<ul class="prof-list">
<li>Christoph Bauner</li>
</ul>
<span class="course-capacity">
Seats Taken: 40/60
</span>
</div>
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall 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=201409&subj_in=ECON&crse_in=4570&schd_in=">Econometrics (4c)</a>
</span>
<ul class="prof-list">
<li>Russell Michael Weinstein</li>
<li>Kenneth L. Simons</li>
</ul>
<span class="course-capacity">
Seats Taken: 35/60
</span>
</div>
</td>
</tr>
<tr>
<th class="year">2013</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=201301&subj_in=ECON&crse_in=4570&schd_in=">Econometrics (4c)</a>
</span>
<ul class="prof-list">
<li>Kenneth L. Simons</li>
</ul>
<span class="course-capacity">
Seats Taken: 26/30
</span>
</div>
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall 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=201309&subj_in=ECON&crse_in=4570&schd_in=">Econometrics (4c)</a>
</span>
<ul class="prof-list">
<li>Christoph Bauner</li>
</ul>
<span class="course-capacity">
Seats Taken: 21/38
</span>
</div>
</td>
</tr>
<tr>
<th class="year">2012</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=201201&subj_in=ECON&crse_in=4570&schd_in=">Econometrics (4c)</a>
</span>
<ul class="prof-list">
<li>Kenneth L. Simons</li>
</ul>
<span class="course-capacity">
Seats Taken: 29/30
</span>
</div>
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall not-offered">
</td>
</tr>
<tr>
<th class="year">2011</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=201101&subj_in=ECON&crse_in=4570&schd_in=">Econometrics (4c)</a>
</span>
<ul class="prof-list">
<li>Kenneth L. Simons</li>
</ul>
<span class="course-capacity">
Seats Taken: 28/30
</span>
</div>
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall not-offered">
</td>
</tr>
<tr>
<th class="year">2010</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=201001&subj_in=ECON&crse_in=4570&schd_in=">Econometrics (4c)</a>
</span>
<ul class="prof-list">
<li>Kenneth L. Simons</li>
</ul>
<span class="course-capacity">
Seats Taken: 21/30
</span>
</div>
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall not-offered">
</td>
</tr>
<tr>
<th class="year">2009</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=200901&subj_in=ECON&crse_in=4570&schd_in=">Econometrics (4c)</a>
</span>
<ul class="prof-list">
<li>Robert W. Jones</li>
</ul>
<span class="course-capacity">
Seats Taken: 39/50
</span>
</div>
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall not-offered">
</td>
</tr>
<tr>
<th class="year">2008</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=200801&subj_in=ECON&crse_in=4570&schd_in=">Econometrics (4c)</a>
</span>
<ul class="prof-list">
<li>Kenneth L. Simons</li>
</ul>
<span class="course-capacity">
Seats Taken: 41/30
</span>
</div>
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall not-offered">
</td>
</tr>
<tr>
<th class="year">2007</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=200701&subj_in=ECON&crse_in=4570&schd_in=">Econometrics (4c)</a>
</span>
<ul class="prof-list">
<li>Kenneth L. Simons</li>
</ul>
<span class="course-capacity">
Seats Taken: 30/30
</span>
</div>
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall not-offered">
</td>
</tr>
<tr>
<th class="year">2006</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=200601&subj_in=ECON&crse_in=4570&schd_in=">Econometrics (4c)</a>
</span>
<ul class="prof-list">
<li>Robert W. Jones</li>
</ul>
<span class="course-capacity">
Seats Taken: 29/30
</span>
</div>
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall not-offered">
</td>
</tr>
<tr>
<th class="year">2005</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=200501&subj_in=ECON&crse_in=4570&schd_in=">Econometrics (4c)</a>
</span>
<ul class="prof-list">
<li>Kenneth L. Simons</li>
</ul>
<span class="course-capacity">
Seats Taken: 11/30
</span>
</div>
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall not-offered">
</td>
</tr>
<tr>
<th class="year">2004</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=200401&subj_in=ECON&crse_in=4570&schd_in=">Econometrics (4c)</a>
</span>
<ul class="prof-list">
<li>Kenneth L. Simons</li>
</ul>
<span class="course-capacity">
Seats Taken: 13/30
</span>
</div>
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall not-offered">
</td>
</tr>
<tr>
<th class="year">2003</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=200301&subj_in=ECON&crse_in=4570&schd_in=">Econometrics (4c)</a>
</span>
<ul class="prof-list">
<li>Robert W. Jones</li>
</ul>
<span class="course-capacity">
Seats Taken: 18/40
</span>
</div>
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall not-offered">
</td>
</tr>
<tr>
<th class="year">2002</th>
<td class="term spring not-offered">
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall not-offered">
</td>
</tr>
<tr>
<th class="year">2001</th>
<td class="term spring not-offered">
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall not-offered">
</td>
</tr>
<tr>
<th class="year">2000</th>
<td class="term spring not-offered">
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall not-offered">
</td>
</tr>
<tr>
<th class="year">1999</th>
<td class="term spring not-offered">
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall not-offered">
</td>
</tr>
<tr>
<th class="year">1998</th>
<td class="term spring unscheduled">
</td>
<td colspan="2" class="term summer not-offered">
</td>
<td class="term fall not-offered">
</td>
</tr>
</tbody>
</table>
</div>
</div>
</body>
</html>