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ECON-4580 - Data Analysis in Economics and Finance
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< meta property = "og:description" content = "For students who are interested in empirical research in economic- and finance-oriented institutions, this course provides a wide range of econometric tools for the specification, estimation, prediction, and evaluation of economic and financial models. Methods to identify causal effects are emphasized. Mathematical methods of econometrics are developed for tools such as instrumental variables, regression discontinuity, and difference-in-differences. Advanced topics including time series, panel data, and quantile regression will also be addressed. In particular, we examine how the quantile regression can potentially improve the predictability of the stock market and relate it to the current development in this area." >
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Data Analysis in Economics and Finance
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ECON-4580
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For students who are interested in empirical research in economic- and finance-oriented institutions, this course provides a wide range of econometric tools for the specification, estimation, prediction, and evaluation of economic and financial models. Methods to identify causal effects are emphasized. Mathematical methods of econometrics are developed for tools such as instrumental variables, regression discontinuity, and difference-in-differences. Advanced topics including time series, panel data, and quantile regression will also be addressed. In particular, we examine how the quantile regression can potentially improve the predictability of the stock market and relate it to the current development in this area.
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4 credits
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Prereqs:
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< a class = "course-pill" href = "ECON-4570.html" > ECON-4570 Econometrics< / a >
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< a class = "course-pill" href = "MATH-2010.html" > MATH-2010 Multivariable Calculus and Matrix Algebra< / a >
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Past Term Data
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Offered
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Not Offered
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Offered as Cross-Listing Only
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No Term Data
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Simple View
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Detailed View
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< th class = "spring season-label" > Spring< / th >
< th class = "summer season-label" colspan = "2" > Summer< / th >
< 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" > 2023< / th >
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Data Anaysis In Econ & Finance (4c)
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< li > Rui Fan< / li >
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Seats Taken: 0/19
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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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Data Anaysis In Econ & Finance (4c)
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< li > Rui Fan< / li >
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Seats Taken: 8/19
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< th class = "year" > 2021< / th >
< td class = "term spring offered" >
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Applied Econometrics (4c)
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< li > Rui Fan< / li >
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Seats Taken: 6/10
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Data Anaysis In Econ & Finance (4c)
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< li > Rui Fan< / li >
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Seats Taken: 4/19
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< th class = "year" > 2020< / th >
< td class = "term spring not-offered" >
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< td class = "term fall not-offered" >
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< th class = "year" > 2019< / th >
< td class = "term spring not-offered" >
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< td colspan = "2" class = "term summer not-offered" >
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< td class = "term fall not-offered" >
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< th class = "year" > 2018< / th >
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< td colspan = "2" class = "term summer not-offered" >
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< td class = "term fall not-offered" >
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< th class = "year" > 2017< / th >
< td class = "term spring not-offered" >
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< td colspan = "2" class = "term summer not-offered" >
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< td class = "term fall not-offered" >
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< th class = "year" > 2016< / th >
< td class = "term spring not-offered" >
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< td colspan = "2" class = "term summer not-offered" >
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< td class = "term fall not-offered" >
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< th class = "year" > 2015< / th >
< td class = "term spring not-offered" >
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< td colspan = "2" class = "term summer not-offered" >
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< td class = "term fall not-offered" >
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< th class = "year" > 2014< / th >
< td class = "term spring not-offered" >
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< td colspan = "2" class = "term summer not-offered" >
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< td class = "term fall not-offered" >
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< th class = "year" > 2013< / th >
< td class = "term spring not-offered" >
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< td colspan = "2" class = "term summer not-offered" >
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< td class = "term fall not-offered" >
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< th class = "year" > 2012< / th >
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< td colspan = "2" class = "term summer not-offered" >
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< td class = "term fall not-offered" >
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< th class = "year" > 2011< / th >
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< td colspan = "2" class = "term summer not-offered" >
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< td class = "term fall not-offered" >
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< th class = "year" > 2010< / th >
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< td colspan = "2" class = "term summer not-offered" >
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< td class = "term fall not-offered" >
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< td class = "term spring not-offered" >
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< td colspan = "2" class = "term summer not-offered" >
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< td class = "term fall not-offered" >
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< th class = "year" > 2008< / th >
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< td colspan = "2" class = "term summer not-offered" >
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< td class = "term fall not-offered" >
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< th class = "year" > 2007< / th >
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< td colspan = "2" class = "term summer unscheduled" >
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< td class = "term fall not-offered" >
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