Topics covered include: the U.S. crisis in historical and international perspective; corporate finance of firms and banks in closed and open economy; monetary and fiscal policy intervention; the open economy dimension of the financial crisis; the European Sovereign Debt crisis. In financial markets, trade is essentially "money now" for "money in the future." They should also discuss with their advisors the possibility of taking courses such as accounting in the Olin Business School. This course covers advanced applications of Game Theory in economics. Summer 2019. The former is generally offered in the fall semester; the latter in the spring. This course does not count for Economics major/minor elective credit. It is administered by TAs Puneet Sachdeva and Daniel Pefley. The second important topic involves political economy and the supply side: the financing and provision of education. Course information and content will be available on Canvas, Spring 2021, Spring 2020 (jointly with Marion Neumann). Credit 3 units. Historical cross-country data, microdata, and specific case studies will be used to evaluate theories of the sources of inequality. In each major, students complete thecore courses in the respective fields, along with a set of electives that are complementary to both fields. Students enrolled in this program from the School of Engineering will earn an Applied Sciences degree, and will be required to satisfy the following, in addition to the major requirements: 8 units of Natural Science and Technical Writing. L11Econ4721 Advanced Topics in Modern Economic Growth. Note: This course does not count toward the major or minor in economics. 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. Arch: SSC CSE517: Natural Language Processing Catalog Description: Overview of modern approaches for natural language processing. Students will apply these learnings toward profit-seeking solutions for the United Nations' Sustainable Development Goals, which are global challenges that call us to work together with boldness and urgency. Policies. L11Econ4111 Optimization and Economic Theory. 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. Development of general equilibrium under pure exchange, including the concepts of competitive equilibrium and Pareto efficiency. Majors must complete Econ4011,Econ4021, and theEcon4011/Econ4021 prerequisite electives in residence during the fall and spring semesters. Majors must complete seven electives, with three in each discipline and one from either department. Prerequisite: Econ 4011. The prerequisite courses for Econ 4011 are Econ 1011 and Math 132. Topics related to the analysis of microeconomic data include cross-section and panel data linear models and robust inference; instrumental variables estimation; simultaneous equation models; models for discrete choice; and truncation, censoring and sample selection models. CSE 517A -MACHINE LEARNING Spring 2018 Marion Neumann COURSE OVERVIEW & STRUCTURE ABOUT Marion Neumann email: m dot neumannat wustldot edu office: Jolley Hall 222 office hours: TUE11:30-12:30pm Lectures: TUE & THU 10-11:30pm inHillman 70 Course website: https://sites.wustl.edu /neumann/courses/cse517a/sp18/ Prerequisites: prior completion of, or concurrent enrollment in, Econ 413 (or equivalent). 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. Minor in General Economics | Minor in Applied Microeconomics, Elective course:One economics elective having at least Econ1011and/or Econ1021as a prerequisite course. The College of Arts & Sciences and the McKelvey School of Engineering have developed a major that allows students interested in both economics and computer science to combine these two complementary disciplines efficiently, without having to pursue them as two separate majors. May be repeated for credit. One of the three electives can be any economics course with Econ 4011 or Econ 4021 as a prerequisite, including from an approved study abroad program. Portions of the CSE517 web may be reprinted or adapted for academic nonprofit purposes, providing the source is accurately quoted and duly creditied. An introduction to mathematical optimization and its applications within economics. Substitutions for economics courses and study abroad (or away) approval will be determined by the Academic Coordinator in the Econ department. The prerequisite courses for Econ 4021 are Econ 1021 and Econ 4011. It is possible to graduate with Latin Honors or with English honors. It is possible to earn the Certificate in Financial Economics in conjunction with this major (prime or second), and interested students should consult with Academic Coordinator Dorothy Petersen in the Department of Economics. Why is monopoly considered a bad thing? Added emphasis throughout the course will be placed on examples with applications in economics. A Home course is a course that is created, maintained and owned by one academic department (aka the Home department). A&S IQ: SSC Students whose primary major is in another college should consult with that colleges website. This course provides a more in depth look into quantitative methods used in contemporary macroeconomic analysis. This course is designed to complement Econ 472. L11Econ3311 Financial Markets and Analysis. The course relies heavily on the concepts and methods of microeconomics and macroeconomics. This course is a rigorous introduction to financial markets, financial institutions, and their purpose and functions in the economy. 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. At least two electives must have Econ 4011 and/or Econ 4021 as a prerequisite. Please refer to the attachment to answer this question. In CSE 517a we cover topics such as kernel methods (support vector machines, Gaussian processes), neural networks (deep learning), unsupervised learning, and practical machine learning (feature selection, dimensionality reduction, model evaluation, and comparison). For Mathematics, the electives can come from the following list: Math 4121 Introduction to Lebesgue Integration, Math 4392 Advanced Linear Statistical Models, Math 460 Multivariate Statistical Analysis, Math 462 Mathematical Foundations of Big Data. Prerequisites: Econ 1011 and Econ 1021. Credit 3 units. | March 2, 2023 Below are the most recent majors/minors requirements. The other two economics electives must come from the following list: Econ 404 Behavioral and Experimental Economics, Econ 437 The Economics of Financial Intermediation, Econ 477 Topics in Financial Economics: Investments, Econ 477 Topics in Financial Economics: Asset Pricing. Art: SSC Video recording of a Q&A session by Prof. Raj Jain of Washington University in St. Louis, USA Art: SSC Three 3-unit computer science electives drawn from the list below: CSE 311A Introduction to Intelligent Agents Using Science Fiction, CSE 330S Rapid Prototype Development and Creative Programming, CSE 332S Object-Oriented Software Development Laboratory, CSE 341T Parallel and Sequential Algorithms, CSE 412A Introduction to Artificial Intelligence, CSE 417T Introduction to Machine Learning*, or ESE 417 Introduction to Machine Learning and Pattern Classification, CSE 425S Programming Systems and Languages, CSE 427S Cloud Computing with Big Data Applications, CSE 543T Algorithms for Nonlinear Optimization, ESE 417 (Introduction to Machine Learning and Pattern Classification)**. (In other words, a total of 4 economics electives are completed, rather than the 3 required for the major alone.). *Math 493 is elective credit in the major if Math 3200 is completed to satisfy the core requirements. Theories of industrial organization and development of criteria for performance of noncompetitive industries. The Department of Economics has extensive course breadth and faculty expertise in the area of financial economics. 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. Students can post questions and collaborate to edit responses to these questions. In interdisciplinary teams, students will learn how to define a problem; listen to customers, competitors and collaborators; create value; measure impact; and communicate their vision. The course is designed for, and should be taken by, all undergraduates considering graduate study in economics, but all interested students are welcome. Course provides a basic working knowledge of econometrics. Students who are prime in McKelvey (EN) may use ESE 326 for the "statistics" requirement of any of the majors, and no pre-approval is required. Washington University in St. Louis Women's Building, Suite 10 One Brookings Drive, MSC 1143-0156-0B . EN: S, L11Econ4941 Economic Analysis with Excel. Yevgeniy Vorobeychik will use artificial intelligence to improve methods for game-theoretic analysis. 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Analytic theory of consumer and producer behavior under perfect and imperfect competition. Econ 4011 Intermediate Microeconomic Theory, or Econ 413W Introduction to Econometrics with Writing. Prerequisites: Econ 1011 and 1021. Credit 3 units. Math 3200 Elementary to Intermediate Statistics and Data Analysis, Math 310 Foundations of Higher Mathematics, or Math 310W Foundations of Higher Mathematics with Writing. Students will be expected, at a minimum, to attend lectures and hold office hours. We will examine the extent to which these are consistent with standard economic theory and how they may contradict it.

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