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ECON-4590: Advanced Data Analytics & Policy Evaluation
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< meta property = "og:description" content = "Covers advanced estimation and inference techniques for data analysis and policy evaluation. Topics will vary from year to year to introduce advanced statistical methods used in recent literature. Topics may include visualization techniques to summarize and display high dimensional data, selected topics in discrete choice models, spatial analysis, and analysis of panel data. Particularly, methods for panel data will be emphasized. This includes fixed, random, mixed, and multi-level effects models to control for or account for variation from individual characteristics. Dynamic panel data models consider lagged dependent variables as regressors." >
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Advanced Data Analytics & Policy Evaluation
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ECON-4590
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Covers advanced estimation and inference techniques for data analysis and policy evaluation. Topics will vary from year to year to introduce advanced statistical methods used in recent literature. Topics may include visualization techniques to summarize and display high dimensional data, selected topics in discrete choice models, spatial analysis, and analysis of panel data. Particularly, methods for panel data will be emphasized. This includes fixed, random, mixed, and multi-level effects models to control for or account for variation from individual characteristics. Dynamic panel data models consider lagged dependent variables as regressors.
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4 credits
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Cross-listed with:
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< a class = "course-pill" href = "ECON-6040.html" > ECON-6040 Advanced Data Analytics and Policy Evaluation< / a >
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Prereqs:
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< a class = "course-pill" href = "ECON-4570.html" > ECON-4570 Econometrics< / a >
< div class = "pr-and" > and< / div >
< 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 > < / th >
< 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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Adv Data Analy & Policy Eval (4c)
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< ul class = "prof-list" >
< li > Rui Fan< / li >
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Seats Taken: 1/19
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< th class = "year" > 2022< / th >
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Adv Data Analy & Policy Eval (4c)
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< li > Rui Fan< / li >
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Seats Taken: 4/19
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< th class = "year" > 2021< / th >
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Adv Data Analy & Policy Eval (4c)
< / span >
< ul class = "prof-list" >
< li > Rui Fan< / li >
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< span class = "course-capacity" >
Seats Taken: 1/19
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< td class = "term fall not-offered" >
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< td class = "term fall 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 class = "term fall 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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< th class = "year" > 2007< / th >
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