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14.32 Econometric Data Science

Prereq: 14.30
U (Fall, Spring)
12 Units. Institute LAB

Introduces multiple regression methods for causal inference and descriptive analysis in economics and related disciplines. Extensions include instrumental variables methods, analysis of randomized experiments and quasi-experimental research designs, and regression with time series data. Develops the skills needed to conduct - and critique - empirical studies in economics and related fields. Students complete an empirical project with a written description and interpretation of results; this may involve original data collection or use of existing data sets. Applications drawn from real-world examples and frontier research. Familiarity with statistical programming languages is helpful.

Fall: A. Mikusheva
Spring: J. Angrist

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Mathematical Economics (Course 14-2)

http://catalog.mit.edu/degree-charts/mathematical-economics-course-14-2/

Degree Chart for Bachelor of Science in Mathematical Economics (Course 14-2)

Computer Science, Economics, and Data Science (Course 6-14)

http://catalog.mit.edu/degree-charts/computer-science-economics-data-science-course-6-14/

General Institute Requirements (GIRs) The General Institute Requirements include a Communication Requirement that is integrated into both the HASS Requirement and the requirements of each major; see details below. Summary of Subject Requirements Subjects Science Requirement 6 Humanities, Arts, and Social Sciences (HASS) Requirement [between one and three subjects can be from the Departmental Program]; at least two of these subjects must be designated as communication-intensive (CI-H) to fulfill the Communication Requirement. 8 Restricted Electives in Science and Technology (REST) Requirement [can be satisfied by 6.042[J] and 18.06 in the Departmental Program] 2 Laboratory Requirement (12 units) [can be satisfied by 14.32 in the Departmental Program] 1 Total GIR Subjects Required for SB Degree 17 Physical Education Requirement Swimming requirement, plus four physical education courses for eight points. Departmental Program Choose at least two subjects in the major that are designated as communication-intensive (CI-M) to fulfill the Communication Requirement.

Management (Course 15-1)

http://catalog.mit.edu/degree-charts/management-course-15-1/

...Requirement (12 units) [can be satisfied by 14.32 , 15.075[J] , 15.301 , or...

Business Analytics (Course 15-2)

http://catalog.mit.edu/degree-charts/business-analytics-course-15-2/

...Requirement (12 units) [can be satisfied by 14.32 or 15.075[J] in the...