Math 309 is recommended. Students must complete all three of the following to complete the major and the Certificate: 4 Economics electives, where both of the following must be satisfied: at least 2 (of the 4) electives must be drawn from the List of Financial Economics electives (above); and, at least 3 (of the 4) electives must be drawn from the approved list of Economics joint-major electives, 3 Mathematics electives drawn from the approved list of Mathematics joint-major electives. Added emphasis throughout the course will be placed on examples with applications in economics. There are many theories of how economic policies work and considerable debate as to what can be done and what should be done. Students who by-pass Econ 1011 and/or Econ 1021 will need to complete additional elective coursework in Computer Science or in Economics. "Signals, Data & Equity challenges students to analyze commonly used technologies and systems in order to highlight bias found within them. L11Econ444 Innovation and Intellectual Property: Theory and Practice. Students prime in Arts & Sciences may earn Latin Honors by completing 9 units (3 courses) of additional coursework, over-and-above the major requirements: One economics course from: Econ 407; Econ 4151; Econ 452; Econ 467; Econ 484; Econ 503, One computer science course from the list above. The prerequisite courses for Econ 4011 are Econ 1011 and Math 132. This course is a broad introduction to machine learning, covering the foundations of supervised learning and important supervised learning algorithms. Art: SSC In financial markets, trade is essentially "money now" for "money in the future." In addition, Econ 493 or Math 233 must be taken prior to, or concurrently with, enrollment in Econ 4011. Students planning to complete CSE 517 should try to complete CSE 417T as the prerequisite course. The seminar seeks to spread economic literacy among tomorrow's opinion leaders, improve their ability to analyze social issues, help them explain their viewpoint to others, and understand different opinions. Course examines the relationship between environmental economics and environmental policy. This course highlights important empirical facts concerning growth and development in various countries at different development stages. Econ 428:Capital Market Imperfections &Entrepreneurial Finance, Econ 4301: Understanding Financial Crises, Econ 437:The Economics of Financial Intermediation, Econ 477: Topics in Financial Economics: Asset Pricing, Econ 477:Topics in Financial Economics: Investments, FIN 340: Capital Markets & Financial Management (approved if the student is, An approved course from a study abroad/away program (approved by the Academic Coordinator). Credit 3 units. Arch: NSM, SSC Refer to the department website or consult with the Academic Coordinator in the Economics Department (Dorothy Petersen. In Economics: Syllabi are provided to students to support their course planning; refer to the syllabus for constraints on use. Enrollment limited to 15 students with priority given to senior economics majors. We will examine the extent to which these are consistent with standard economic theory and how they may contradict it. Math 131 Calculus I (AP credit may satisfy this requirement), Math 132 Calculus II (AP credit may satisfy this requirement), Math 3200 Elementary to Intermediate Statistics and Data Analysis*, or Math 3211 Statistics for Data Science I, or ESE 326 Probability and Statistics for Engineering, or DAT 120 & DAT 121 Managerial Statistics I and Managerial Statistics II, or Math 310 Foundations for Higher Mathematics. BU: IS (In other words, a total of 4 economics electives are completed, rather than the 3 required for the major alone.). A&S IQ: SSC December 15 for spring-semester graduates. BU: BA Arch: SSC The first third of the class examines market failure when an economy contains externalities and public goods and the general nature of public policies that address these issues. Time permitting, a third topic will be the problem of designing and regulating market "platforms," such as the e-commerce markets run by eBay, Amazon, and Craigslist, and applications marketplaces run by Apple, Google, etc., as well as the electronic financial trading platforms run by the NYSE. Art: SSC This course is for first-year (non-transfer) students only.Same as I60 BEYOND 105, Credit 3 units. An additional approved substitution for the "statistics" requirement of the majors is DAT120 AND DAT121. CSE 517A Machine Learning, Washington University in St. Louis - GitHub - suziray/COURSE-517-machine-learning: CSE 517A Machine Learning, Washington University in St. Louis Prerequisite: Econ 4011. Below are the most recent majors/minors requirements. Further information is available in the Majors section of this page. With instructor permission, students may use any of the following for economics elective credit: Econ 501, Econ 502, Econ 503, Econ 504, Econ 511, Econ 513. As SEAS students they are also required to complete the usual 18 units of distribution course work in Social Sciences and Humanities. This course may not be used to satisfy major requirements. Development of noncooperative game theory, including strategic and extensive-form equilibria and Nash and sub-game perfect equilibria. We will define and measure inequality using standard measures of economic well-being, such as income, wealth, and consumption of market goods, and we will also consider broader measures such as health outcomes. The code for this project ( project1) consists of several files, some of which you will need to read and understand in order to complete the assignment, and some of which you can ignore. Art: SSC Credit variable, maximum 3 units. The course also explores monetary and fiscal policy under both fixed and floating exchange rates, macroeconomic policy coordination and optimum currency areas, international debt problems of developing countries, and their relation to stabilization program. Our policy evaluation will focus on fiscal policy (taxes) and social security issues. Theories will be evaluated using historical data and detailed case studies. L11Econ4111 Optimization and Economic Theory. (In other words, a total of 5 economics electives are completed, rather than the 4 required for the major alone.). More information about the Certificate in Financial Economics can be found on the department website. Attendance at the subsection is recommended, but not required. It emphasizes the development of analytical models and their application to important economic, social and political issues, such as inflation, unemployment, taxation, inequality, poverty, pollution, government decision-making and regulation. Specific topics to include sources of economic growth and changing living standards, unemployment, impact of globalization on U.S. citizens, economic mobility, poverty and inequality, and social justice. Please direct questions about 247R and requests regarding excused absences to them via the 247R Piazza board . BU: BA, ETH A tag already exists with the provided branch name. Substitutions for economics courses and study abroad approval will be determined by the Academic Coordinator in the Econ department. We will cover numerical methods used in dynamic optimization. Coverage of demand theory (indifference curves and utility functions) and preferences under uncertainty, including expected utility and risk aversion. Multiple writing assignments that emphasize critical analysis of theoretical perspectives and readings applied to current macroeconomic topics. How to submit: You can commit your code through the command line with git and submit on Gradescope either in a zip file or through Github. The PDF will include all information unique to this page. The Home department is primarily responsible for the decision making and logistical support for the course and instructor. A minimum of 3 of the 5 economics electives must be drawn from the approved List of Financial Economics electives, above. Policies. Prerequisites: senior standing and permission of the supervising faculty member. (53 Documents), CSE 240 - Logic and Discrete Mathematics Senior Honors: Students are invited during the second semester of their junior year to participate in the honors program during their senior year if they meet certain academic requirements. The objective of this course is to study how to design mechanisms to allocate scarce resources and how to create successful marketplaces. Students may not receive major credit for both ESE 417 and CSE 417T. "Institution" "Site Name" "Site URL" "Department" "City" "State" "Zipcode" "Country" "Contact Name" "Contact Phone" "Contact Email" "Contact Name (alt)" "Contact . A&S IQ: SSC The study of fundamental forms of market failure that provide the economic rationale for government action. Prerequisites: Econ 4011 and Econ 4021. In practice, we will apply these methods to solve two major models used in macroeconomic analysis, using both Excel and Matlab. In this course, we study the driving forces of inequality across countries, across time, and across individuals within a country. Topics include expected utility, strategic-form and extensive-form games with perfect information, Bayesian games, infinitely repeated games, dominance, Nash equilibrium and its refinements. Prerequisite: Econ 4011. Analysis of consumer demand for health care, medical technology, and the role of health insurance. Students are expected to learn: how economic and political forces may shape the incentives and constraint of political actors (e.g., voters and policy makers); the role of institutions in shaping both political behavior and policy outcomes. Our programs push the boundaries to develop and transform the future of computing. Possible topics include but are not limited to inequality (domestic and international); globalization (pros/cons); "big banks" and their role in financial crises; wars and national security; health and disease; and capitalism and socialism. The question is: What drives it? Prerequisites: Econ 1011 and 1021. Credit 3 units. This is the first part of the two-course sequence for seniors writing an honors thesis, and it is taken in the fall semester of the senior year. In each major, students complete thecore courses in the respective fields, along with a set of electives that are complementary to both fields. ), Credit 3 units. The Friday subsection "A" is for Section 03 only. Depending on developments in the field, the course will also cover some advanced topics, which may include learning from structured data, active learning, and practical machine learning (feature selection, dimensionality reduction). Prerequisities: (none listed) Credits: 4.0 Total units required: 57. Theories of industrial organization and development of criteria for performance of noncompetitive industries. Prerequisite: invitation into the "Honors in Economics with Thesis" track of the department's Honors Program. Historical cross-country data, microdata, and specific case studies will be used to evaluate theories of the sources of inequality. In addition, Econ 493 or Math 233 must be taken prior to, or concurrently with, enrollment in Econ 4011. Thorough training in intermediate theory requires both Econ 4011 and Econ 4021. Copyright 2023 by:Arts & Sciences at Washington University in St. Louis, Department of Economics Four advanced economics electives (12 units), at least two of which must have an Econ4011orEcon4021 prerequisite. A&S IQ: SSC EN: S, L11Econ348 Economic Realities of the American Dream. Prerequisite: Econ 1011. The exam will be sent to students on the waiting list one week before the second class, andit will be due on the second day of class. Arch: SSC The PDF will include content on the Courses tab only. At what level does an interest rate become usury? Prerequisites: CSE 247,CSE 417T, ESE 326, Math 233,Math 309, and experiencewith Python (NumPy/Scipy). Prerequisites: The prerequisite courses for Econ4011 are Econ1011 and Math132. Prerequisite: Econ 1011. This course assumes a basic understanding of machine learning and covers advanced topics at the frontier of the field in-depth. L11Econ413 Introduction to Econometrics. We will primarily consider two topics: (1) two-sided matching markets, such as the National Resident Matching Program and the Kidney Exchange for transplants, and (2) auctions used by Google, Facebook, etc. CSE 517A Machine Learning, Washington University in St. Louis, CSE 517A Machine Learning, Washington University in St. Louis Coincident with the evolution of financial institutions was the development of the asymmetric information model. Economic function of the city and the role of the city in a national economy. Consult with the Economics departments Academic Coordinator. (55 Documents), CSE 541T - Computer Algorithms A&S IQ: SSC Basic theoretical concepts applied to analyze the changing structure and performance of the American economy from colonial times to the present. We will consider how these questions have been framed and answered at different points in time and in different cultures. Topics vary, but may include population; human capital and labor market development; R&D and innovation; finance and growth; modernization and industrial transformation; world income disparities and poverty problems; institutions and political economy issues; environmental and social factors; and international trade and economic integration. This course does not count for Economics major/minor elective credit. See the appropriate Washington University Bulletin Archive. I was picking universities based specifically on the CSeducation research groups,and Dr. Kelleher'sworkseemed like the most interesting andthemost similar to the type of thing I wanted to do. You can also read the most current Washington University Bulletin. EN: S. Advanced application of economic theory to policy problems. The Friday "A" subsection is an opportunity to get assistance with the STATA-based assignments, via a TA-led help session. Summer 2019. Graduate programs that make an impact Our programs push the boundaries to develop and transform the future of computing. Follow these directions to have the Certificate in Financial Economics added to your academic record. Our faculty, which is made up of leading teacher-scholars, includes specialists in game theory, microeconomics, macroeconomics, industrial organization, monetary economics, financial economics, and public finance. BU: BA Econ 4011: Intermediate Microeconomic Theory, Econ 4021: Intermediate Macroeconomic Theory, One economics elective having at least Econ 1011 and/or Econ 1021 as a prerequisite course. The first is demand-side oriented and includes: (1) the measurement of the returns to education in the labor market (human capital theory; the central idea of education as human capital investment); and (2) a characterization of the education production function, which relates the various inputs affecting a student's learning (schools, families, peers, neighborhoods, etc.) Art: SSC Exceptional spaces for discovery and creation McKelvey Hall, home to CSE, was designed with collaboration and innovation in mind. An additional approved substitution for the "statistics" requirement of the majors is DAT 120 AND DAT 121. (62 Documents), CSE 575 - Enterprise Data Strategy Topics to be covered include kernel methods (support vector machines, Gaussian processes), neural networks (deep learning), and unsupervised learning. One of the three electives can be any economics course with Econ4011 orEcon4021 as a prerequisite, including from an approved study abroad program. Economists have many theories of innovation, some better than others. Prerequisites: Econ 1011 and Math 2200. This course is a rigorous introduction to financial markets, financial institutions, and their purpose and functions in the economy. The course tries to address these questions. Substitutions for mathematics courses and study abroad approval for mathematics courses will be determined by the Department of Mathematics and Statistics. FL2023 E81 CSE 517A Machine Learning 3.0 Units Hide Description: This course assumes a basic understanding of machine learning and covers advanced topics at the frontier of the field in-depth. The deadline to file the Intent to Graduate is: Follow this link to register your intent to complete the Certificate:https://economics.wustl.edu/certificate-financial-economics. A Home course is a course that is created, maintained and owned by one academic department (aka the Home department). We will move from a corporate finance perspective to understand the behavior of firms and financial institutions to a macroeconomic perspective to make this behavior in aggregate outcomes and policy responses. The course focuses on air pollution, water pollution and hazardous wastes, with some attention given to biodiversity and global climate change. Majors interested in completing the Certificate in Financial Economics should complete the following declaration form. Majors in an approved study abroad/study away program may receive transfer credit for the Econ 413 and two electives at the 300-level. Prerequisite: Econ 4021. Emphasis on the consistency between empirical data and different concepts of the American Dream. EN: S. In this course, an advanced undergraduate can assist a faculty member in the teaching of an undergraduate Economics class. Prerequisite: Econ 4011. Financial economics is a field of economics in which economicprinciples are applied to the study of financial markets, corporations, banks, and monetary and central bank policies. Keep in mind that you will be placed on the waiting list until you pass the take-home placement exam. A&S IQ: SSC, AN Econometrics provides a method of testing the validity of these economic models, and the term paper will improve students' writing skills, giving them a chance to write clearly and concisely about technical material. (203 Documents), CSE 247 - Data Structures and Algorithms A&S IQ: SSC Video recording of a Q&A session by Prof. Raj Jain of Washington University in St. Louis, USA The purpose of this course is to introduce students to some of the theories and doctrines that constitute the main paradigms from which economists and policy makers approach the world. For a thorough introduction to economics, Econ 1011 also should be taken. Yevgeniy Vorobeychik will use artificial intelligence to improve methods for game-theoretic analysis. Visit online course listings to view semester offerings for L11 Econ. Because each person's education is an investment in human capital that allows the individual to contribute to society in a productive way, education becomes a crucial determinant of an economy's ability to achieve high growth with high wages, low unemployment and strong social cohesion. What explains the decline of manufacturing, and its growth in the early stages of development? National income and labor market measurement. Majors are encouraged to complete the form as early as possible, and the form must be completed prior to filing an Intent to Graduate. With this background, we approach the debate about intellectual property, what it is and what it is not good for, whose interests it serves, and whose well-being it thwarts. Three 3-unit computer science electives drawn from the list below: With instructor permission, students may use any of the following for economics elective credit: Students may declare a prime or a second major in Math + Economics via L24 (Math) or L11 (Econ), and that will determine their major advisor. 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