You can follow the requirements below or the requirements that were available when you entered Wash U. The upper-level units (300- and 400-level courses) required for the major must be independent of other majors or minors (i.e., upper-level coursework required for a major may not be double-counted for another major or a minor in Arts & Sciences). Prerequisite: Econ 4011. (62 Documents), CSE 575 - Enterprise Data Strategy Development of Solow growth model, along with theories of endogenous growth and an examination of reasons for differences in growth rates across counties. The principal focus will be the calculus of multivariate functions (including total and partial differentiation), unconstrained and constrained optimization of multivariate functions, and implicit and inverse function rules. A minimum of 3 of the 5 economics electives must be drawn from the approved List of Financial Economics electives, above. You can also read the most current Washington University Bulletin. Multiple writing assignments that emphasize critical analysis of theoretical perspectives and readings applied to current macroeconomic topics. A&S IQ: SSC Review and extension of macroeconomic models from Econ 4021 from a comparative perspective and use of these models to analyze current macroeconomic and policy issues. Opportunity to work as part of a research project under faculty supervision. Substitutions for economics courses and study abroad approval will be determined by Academic Coordinator Dorothy Petersen in the Department of Economics. L11Econ105 The Endgame of Entrepreneurship: Leveraging Captialism for Good, Historically, profit has been a key driver of human behavior. Prerequisite: Econ 1011. 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. Students should also select the "A" subsection. National income and labor market measurement. This course assumes a basic understanding of machine learning and covers advanced topics at the frontier of the field in-depth. Topics include language models, text, classification, tagging, parsing, machine translation, semantic, and discourse analysis. Business cycle facts and consideration of alternative explanations for business cycle phenomena. At least two electives must have Econ 4011 and/or Econ 4021 as a prerequisite. Refer to the departments websites or consult with either Prof. Blake Thornton (mathematics; Substitutions for mathematics courses and study abroad approval for mathematics courses will be determined by the Math department. We will also organize the class into research groups that will address specific economic policies issues. 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. Copyright 2004, 2005, 2006, 2007 WiMAX Forum "WiMAX Forum" and "WiMAX Forum CERTIFIED" are registered trademarks of the WiMAX Forum. Note: This course does not count toward the major or minor in economics. (45 Documents), CSE 517A - Machine Learning https://economics.wustl.edu/certificate-financial-economics, Major in Economics and Computer Science Requirements, Visit the main Washington University in St. Louis website, Econ 1011: Introduction to Microeconomics, Econ 1021: Introduction to Macroeconomics, Econ 413 (413W): Introduction to Econometrics (with Writing), Math 2200: Elementary Probability & Statistics, or an approved substitute (refer to the Economics "Undergraduate Guide" for approved substitutes.). This course is a rigorous introduction to financial markets, financial institutions, and their purpose and functions in the economy. 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. Emphasis on the consistency between empirical data and different concepts of the American Dream. The award is considered the most prestigious in the real-time systems field. Prerequisites: Econ 1011 and Econ 1021. The PDF will include content on the Majors tab only. Students are also encouraged to contact Academic Coordinator Dorothy Petersen with any questions. 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. Engineering students who declare this major must fulfill the distribution and all other requirements for the BS in Applied Science degree in the McKelvey School of Engineering. Course examines the relationship between environmental economics and environmental policy. 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). Prerequisite: Econ 4021. Credit 3 units. Prerequisites: prior completion of, or concurrent enrollment in, Econ 413 (or equivalent). Prerequisities: (none listed) Credits: 4.0 Theories of incorrect beliefs and systematic biases such as money illusion and procrastination will be covered. Discussion of the role of time as it pertains to interest rates, discounting and net present value. Three 3-unit economics electives drawn from any Econ 4011 prerequisite course, including Econ 4021. (203 Documents), CSE 247 - Data Structures and Algorithms The prerequisite courses for Econ4021 are Econ1021 and Econ4011. Prerequisites: Econ 1011 and Math 2200. We will examine the facts (past and present) and then examine the theories and their explanatory power. It is administered by TAs Puneet Sachdeva and Daniel Pefley. Prerequisite: Econ 4011. 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. 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. We will also see how economists test hypotheses about the criminal justice system using the same types of "natural experiments" they use to study markets. Prior Python experience means comfort with using Python for the ESE 417 homework, and that level of comfort can come from a class or from self-learning. Credit 3 units. 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. This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository. Students planning to complete CSE 517 should try to complete CSE 417T as the prerequisite course. Arch: SSC Substitutions for economics courses and study abroad approval will be determined by the Academic Coordinator in the Econ department. Prerequisites: Econ 4011 and Math 2200 or equivalent. Topics to be covered include kernel methods (support vector machines, Gaussian processes), neural networks (deep learning), and unsupervised learning. 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. Prerequisites: Econ 4011, Econ 4021, and Econ 413. Exceptional spaces for discovery and creation McKelvey Hall, home to CSE, was designed with collaboration and innovation in mind. 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. Follow these directions to have the Certificate in Financial Economics added to your academic record. The prerequisite courses for Econ4021 are Econ1021 and Econ4011. You signed in with another tab or window. BU: BA Art: SSC Text corpora are used by corpus linguists and within other branches of linguistics for statistical analysis, hypothesis testing, finding patterns of language use, investigating language change and variation, and teaching . Though basic functions will be covered, our focus will be on leveraging Excel's more advanced functions, analytical tools, reporting templates, and linking features to manage multiple workbooks, manipulate data across files, automate tasks, and produce publication quality charts, tables, and graphs. A Home course is a course that is created, maintained and owned by one academic department (aka the Home department). Emphasis placed on behavior of the physician (whether he acts as an agent for the consumer or on his own behalf); on the use of paramedics, preventive care, outpatient care, and the general market organization of the health industry. 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. Added emphasis throughout the course will be placed on examples with applications in economics. What explains the growth of the world economy since the Industrial Revolution? Emphasis is on hands-on implementation of the models covered in the course. Prerequisite: Econ 4021. One of the three electives can be any economics course with Econ4011 orEcon4021 as a prerequisite, including from an approved study abroad program. The course is designed for, and should be taken by, all undergraduates considering graduate study in economics, but all interested students are welcome. The course focuses on air pollution, water pollution and hazardous wastes, with some attention given to biodiversity and global climate change. This course is a broad introduction to machine learning, covering the foundations of supervised learning and important supervised learning algorithms. Theoretical and empirical analysis of the presence and value of competitive forces in the United States economy. See the appropriate Washington University Bulletin Archive. We will examine the extent to which these are consistent with standard economic theory and how they may contradict it. By constructing models of how arrest/prosecution/conviction/sentencing/etc. Additionally, a minimum of 3 of the 4 economics electives must be drawn from the approved List of Financial Economics electives above. We will learn how to use empirical observations for the purpose of calibrating model parameters and how to conduct policy evaluation in the context of calibrated models. Arch: SSC We will cover numerical methods used in dynamic optimization. Students may declare a prime or a second major in Math+Econ via L24 (math) or L11 (econ), and that will determine your major advisor. Econ 413 may be taken from an approved study abroad program. Empirical examples are drawn from Asia, Latin America, and the African subcontinent. The PDF will include all information unique to this page. In addition to theEconomics major, there are two interdisciplinary majors: Economics & Computer Science and Math & Economics. "I worked at Google forsixyears as asitereliabilityengineer,softwareengineer, internal startupco-founder, plus a couple of short rotations as a CS instructor. 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. More information about the majors, the minors, the course offerings, and the honors program can be found in the Economics Undergraduate Guide, available on the department website and from the department. Students should, whenever possible, register for their courses under the department number toward which they intend to count the course. This is the version of our website addressed to speakers of English in the United States.If you are a resident of another country or region, please select the . Its easy to start your application today. Development of noncooperative game theory, including strategic and extensive-form equilibria and Nash and sub-game perfect equilibria. Prerequisites: Econ 4011. Attendance at the subsection is recommended, but not required. Students will be expected, at a minimum, to attend lectures and hold office hours. Economics also provides exceptional preparation for careers in business, either immediately after graduation or after completing master's-level graduate work in business (e.g., MBA, MS Finance). (106 Documents), CSE 260 - Introduction to Digital Logic and Computer Design Arch: NSM, SSC A&S IQ: SSC This course explores the topics related to the level and structure of interest rates and of stock prices, portfolio choice, basic investment theory, and arbitrage pricing theory, among others. More information about the majors, the minors, the course offerings, and the honors program can be found in the Economics Undergraduate Guide, available on the department website and from the department. Prerequisites: Econ 4011 and Math 309 or permission of the instructor. Specific grading duties will be determined by the supervising faculty member, in accord with Arts & Sciences policies. A&S IQ: SSC, AN The lifecycle model is used to examine questions involving decision-making over the lifecycle. CSE 517A Machine Learning, Washington University in St. Louis, CSE 517A Machine Learning, Washington University in St. Louis Theories will be evaluated using historical data and detailed case studies. Students with a prime or second major in Economics must do the following, in addition to the major requirements: Complete one additional economics elective at the 300- or 400-level. Prerequisites: Econ 4011 and Econ 413. EN: S. In this course, an advanced undergraduate can assist a faculty member in the teaching of an undergraduate Economics class. It is possible to earn the Certificate in Financial Economics in conjunction with this major (prime or second). The Major in Mathematics and Economics. (The course cannot be used for economics major/minor credit. Students can enroll after their selection by a supervising faculty member, which occurs after an application (on the department website) is submitted and reviewed, perhaps in conjunction with an interview with the supervising faculty member. L11Econ4301 Understanding the Financial Crisis. A&S IQ: SSC Washington University in St. Louis Women's Building, Suite 10 One Brookings Drive, MSC 1143-0156-0B . EN: S, L11Econ208 First-Year Seminar: Economics and Society, Economics and Society is a first-year seminar open to interested students, without prerequisites of any kind. Credit 3 units. The prerequisite courses for Econ 4021 are Econ 1021 and Econ 4011. Majors must complete Econ4011,Econ4021, and theEcon4011/Econ4021 prerequisite electives in residence during the fall and spring semesters. Of particular importance are the roles of risk, uncertainty, and time in the allocation of resources. 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. Art: SSC 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). Many Git commands accept both tag and branch names, so creating this branch may cause unexpected behavior. L11Econ3311 Financial Markets and Analysis. Majors must complete seven electives, with three in each discipline and one from either department. 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. Prerequisites: 4011 and 4021. Engineering students who declare this major must fulfill the distribution and all other requirements for the BS in Applied Science degree in the McKelvey School of Engineering. The third part of the course is devoted to the links between education and economic development, including cross-country differences in schooling, returns to schooling and per-capita income. (121 Documents), CSE 347 - Analysis in Algorithms Math 309 is recommended. We will focus on popular experimental anomalies, including the Allais and Rabin paradoxes, ultimatum bargaining, the centipede and public goods contribution games. Art: SSC | March 2, 2023 Prerequisites: The prerequisite courses for Econ4011 are Econ1011 and Math132. Arts & Sciences students who declare this major must fulfill the distribution and all other requirements for an AB degree in addition to the specific requirements listed below. *Students planning to complete CSE 517 should try to complete CSE 417T as the prerequisite course. Course information and content will be available on Canvas, Spring 2021, Spring 2020 (jointly with Marion Neumann). CSE 517A Machine Learning, Washington University in St. Louis - GitHub - suziray/COURSE-517-machine-learning: CSE 517A Machine Learning, Washington University in St. Louis 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. 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. Determination of prices; distribution of national income; theory of production. The global financial crisis of 2007-2009 was the most severe since the Great Depression. 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. cse 517 nat lang processing : 13167 a 4 mwf 830-920 cse2 g20 smith,noah a open 61/ 100 j cse 519 current research: restr 13168 a 1 t 330-420 cse2 g20 open 195/ 235 cr/nc >13169 b 1 tth 230-320 cse2 g20 0/ . (55 Documents), CSE 541T - Computer Algorithms 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. Interdisciplinary perspectives from economics, sociology and other areas of social inquiry. This course is designed to complement Econ 472. As noted previously, students are strongly encouraged to complete at least one internship and to complement their studies with appropriate course work from the Olin Business School. **Non-engineering students may substitute Math 3200 or Math 3211 for the ESE 326 prerequisite. This course can be repeated for P/F credit. Topics include: translation of economic theory into statistical models, statistical foundations of econometrics, preregression analysis bivariate and multiple regression techniques, hypothesis testing, multicollinearity, specification error, autocorrelation, errors in variables, identification, and simultaneous estimation. The study of economics contributes to a broad liberal arts education and helps students develop superior problem-solving skills. A&S: FYS Complete one additional economics elective drawn from the List of Financial Economics electives, above. The other two economics electives must come from the following list: For Mathematics, the electives can come from the following list: Advising, Questions, and Further Considerations: By completing a specialized set of electives, majors (prime or second, including the joint majors) can earn the Certificate in Financial Economics. An additional approved substitution for the "statistics" requirement of the majors is DAT 120 AND DAT 121. Analysis of consumer demand for health care, medical technology, and the role of health insurance. We look at the theories, we examine the facts (past and present), then we go back to the theories and reconsider their explanatory power. (In other words, a total of 4 economics electives are completed, rather than the 3 required for the major alone.). Our programs push the boundaries to develop and transform the future of computing. 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. The courses they take in fulfillment of this program will count toward their distribution as usual, following the designation of such courses by the College of Arts and Sciences or by approval of the SEAS Undergraduate Studies Committee. The prerequisite courses for Econ 4011 are Econ 1011 and Math 132. ), Credit 3 units. Theory and policy applications of labor supply and labor demand; explanations of wage and income differentials; migration and immigration; discrimination; labor unions; unemployment. Coincident with the evolution of financial institutions was the development of the asymmetric information model. Substitutions for mathematics courses and study abroad approval for mathematics courses will be determined by the Department of Mathematics and Statistics. Prerequisite: Econ 4011. This is the second part of the two-course sequence for seniors writing an honors thesis, and it is taken in the spring semester of the senior year. The structure and the role of banks have changed tremendously. This course covers advanced applications of Game Theory in economics. 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. Required courses: Course List; . The second important topic involves political economy and the supply side: the financing and provision of education. Consult with the Economics departments Academic Coordinator. Visit online course listings to view semester offerings for L11 Econ. The three writing assignments and the final paper will provide students an opportunity to formulate an economic model, estimate the model with appropriate data, and interpret the results. Prerequisites: CSE 247,CSE 417T, ESE 326, Math 233,Math 309, and experiencewith Python (NumPy/Scipy). EN: S. This course will cover the logic underlying the economics and politics of public policies concerning issues such as international trade, monetary policy, fiscal policy, market reforms, pollution control, economic inequality and the welfare state more generally. Graduate applicants: Attend an info session and skip the application fee, PhD in Computer Science or Computer Engineering, Graduate Certificate in Cybersecurity Engineering, Graduate Certificate in Data Mining & Machine Learning, Bachelor of Science in Business + Computer Science, Bachelor of Science in Computer Engineering, Bachelor of Science in Computer Science + Economics, Bachelor of Science in Computer Science + Math, Machine Learning & Artificial Intelligence, Faculty positions (Assistant/Associate/Full Professor), Energy, Environmental & Chemical Engineering, Mechanical Engineering & Materials Science.
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