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BU: BA Prerequisite: Econ 1011. Graduate programs that make an impact Our programs push the boundaries to develop and transform the future of computing. IMSE leverages the full potential of interdisciplinary materials research by bringing together researchers from engineering, physics, chemistry, earth and planetary sciences and the medical school. (121 Documents), CSE 347 - Analysis in Algorithms An additional approved substitution for the "statistics" requirement of the majors is DAT 120 AND DAT 121. 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. 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. BU: BA Students can post questions and collaborate to edit responses to these questions. Prerequisites: Econ 1011 and Econ 1021. Credit 3 units. The separation between financial asset trading activity and traditional commercial bank activity that was typical of the financial system in the period after the World War II also disappeared. EN: S. In this course, an advanced undergraduate can assist a faculty member in the teaching of an undergraduate Economics class. Empirical examples are drawn from Asia, Latin America, and the African subcontinent. We then study the asset approach to exchange rates determination, exchange rate behavior in the short and in the long run, and the relationship of exchange rates with prices and output. What are the determinants of inequality and risk faced by individuals in different countries? (In other words, a total of 5 economics electives are completed, rather than the 4 required for the major alone.). The course introduces students to the field of political economy. (In Economics, elective coursework can be at the 300- or 400-level.). Emphasis on the consistency between empirical data and different concepts of the American Dream. In addition, Econ493 or Math233 must be taken prior to, or concurrently with, enrollment in Econ4011. The major concern will be the rising cost of health care and appropriate public policy responses. The Department of Economics has extensive course breadth and faculty expertise in the area of financial economics. Prerequisites: Econ 4011 and Econ 4021. This subsection is a help session, and attendance is not required. Arch: NSM, SSC CSE/ESE 560M - Computer Systems Architecture I - Fall 2022 Administrative stuff . One economics elective having at least Econ 1011 and/or Econ 1021 as a prerequisite course. Expand the sections below to learn about the approved electives and the specific requirements, depending on the student's major. Sections 1 & 2 prerequisites: Econ 1011 & 1021 and Math 2200 or equivalent. Students planning to complete CSE 517 should try to complete CSE 417T as the prerequisite course. 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. A&S IQ: SSC, AN 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. Art: FAAM, SSC Substitutions for economics courses and study abroad approval will be determined by Academic Coordinator Dorothy Petersen in the Department of Economics. VANCOUVER, British Columbia, March 02, 2023 -- Algernon Pharmaceuticals Inc. , a clinical stage pharmaceutical development company, is pleased to announce that its subsidiary Algernon. The prerequisite courses for Econ 4021 are Econ 1021 and Econ 4011. Topics include expected utility, strategic-form and extensive-form games with perfect information, Bayesian games, infinitely repeated games, dominance, Nash equilibrium and its refinements. 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. Prerequisites: Math 233, CSE 247, ESE 326 or Math 3211, Math 309, and CSE 417T or ESE 417. Art: NSM, SSC Students should refer to the departments websites or consult with either. The approach is to apply the economic theory and concepts to political actors and behavior. The objective of this course is to develop the mathematical tools necessary for the study of intermediate micro- and macro-economic theory and the advanced electives in economics. L11Econ448W Current Macroeconomic Issues. In practice, we will apply these methods to solve two major models used in macroeconomic analysis, using both Excel and Matlab. Art: SSC Theory and policy applications of labor supply and labor demand; explanations of wage and income differentials; migration and immigration; discrimination; labor unions; unemployment. (58 Documents), CSE 473 - Introduction to Computer Networks Topics to be covered include kernel methods (support vector machines, Gaussian processes), neural networks (deep learning), and unsupervised learning. Opportunity to work as part of a research project under faculty supervision. For the Econ+CSE major and the Math+Econ major, Math 3200 is the preferred course choice. This course can be repeated for P/F credit. CSE517: Natural Language Processing Catalog Description: Overview of modern approaches for natural language processing. Substitutions for economics courses and study abroad (or away) approval will be determined by the Academic Coordinator in the Econ department. Time permitting, additional topics will be introduced. It is possible to graduate with Latin Honors or with "English" honors. Are there policies that help fostering innovation and others that hurt? 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. Prerequisite: Econ 4011. Arch: SSC Portions of the CSE517 web may be reprinted or adapted for academic nonprofit purposes, providing the source is accurately quoted and duly creditied. Emphasis is on hands-on implementation of the models covered in the course. In addition, Econ 493 or Math 233 must be taken prior to, or concurrently with, enrollment in Econ 4011. Students may not receive major credit for both ESE 417 and CSE 417T. - 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. Economics students with business interests typically complete at least one internship to obtain practical business experience, and it is possible to obtain academic credit for that internship. Credit 3 units. This will be a permanent notation on your academic record. We will explore how skills from entrepreneurship and venture creation can be used to improve water, climate, education and gender equality globally and here in St. Louis. economics@wustl.edu, Advising / Questions / Further Considerations. Arch: SSC Policies. EN: S. Advanced application of economic theory to policy problems. We study inputs, outputs, and sensing; information representation; basic computer architecture and machine language; time-critical computation; inter-machine communication; and protocol design. The PDF will include content on the Majors tab only. CSE 517A Machine Learning, Washington University in St. Louis, CSE 517A Machine Learning, Washington University in St. Louis decisions are made, we will evaluate these decisions for errors and especially for bias. 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. Prerequisites: senior standing and permission of the supervising faculty member. Video recording of a Q&A session by Prof. Raj Jain of Washington University in St. Louis, USA Theories of industrial organization and development of criteria for performance of noncompetitive industries. Visit online course listings to view semester offerings for L11 Econ. Note: This course does not count toward the major or minor in economics. It is administered by TAs Puneet Sachdeva and Daniel Pefley. Prerequisites: Econ 1011 and Econ 1021. Yana Malysheva, pursuing a PhD in Computer Science, "I worked at Google forsixyears as asitereliabilityengineer,softwareengineer, internal startupco-founder, plus a couple of short rotations as a CS instructor. Graduate Teaching Assistant at University of Washington University of Washington Theories featuring the role of investment in physical and human capital, technology, coordination, financial markets, and environmental variables will be presented. Below are the most recent majors/minors requirements. Students with a major in Math+Econ have two options through which the Certificate in Financial Economics may be earned. Total units required: 57. Required courses: Course List; . One economics elective having Econ 4011 as a prerequisite course. Basic theoretical concepts applied to analyze the changing structure and performance of the American economy from colonial times to the present. 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). The prerequisite courses for Econ 4011 are Econ 1011 and Math 132. 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. Prerequisites: Econ 1011 and Econ 1021. Credit 3 units. Prerequisites: Econ 4011 and Math 309 or permission of the instructor. 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). 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. This mini course offers students the opportunity to master the advance functionality of Microsoft Excel, and to apply those skills to common economic, statistical, and financial problems. In addition to the introductory and intermediate economic theory courses, courses that have particular relevance for business include Econ335, Econ413, Econ4151, Econ451, Econ452 andEcon467. Added emphasis throughout the course will be placed on examples with applications in economics. 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. L11Econ404 Behavioral Economics and Experimental Economics. 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. CSE 260 - Introduction to Digital Logic and Computer Design, CSE 473 - Introduction to Computer Networks, CSE 517A 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). The typical number of units earned is 2, with the possibility of a maximum of 3, per semester. L11Econ1011 Introduction to Microeconomics. 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. Why is monopoly considered a bad thing? 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, Econ 4021 and Econ 413. Majors will consult with the study abroad advisor in Engineering regarding transfer credit policies for computer science. certificate in data mining and machine learning. L11Econ472 Topics in Growth and Development. Historical cross-country data, microdata, and specific case studies will be used to evaluate theories of the sources of inequality. (106 Documents), CSE 260 - Introduction to Digital Logic and Computer Design Please refer to the attachment to answer this question. Prerequisites: Econ 4011 and Econ 4021. 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 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. The Major in Mathematics and Economics. Implementation of monetary and fiscal policy, and exploration of the impact of policy changes on the macroeconomy. You can also read the most current Washington University Bulletin. 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 goal of the course is to provide tools to analyze key elements of this crisis. (55 Documents), CSE 541T - Computer Algorithms 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. 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. Students will be expected, at a minimum, to attend lectures and hold office hours. Thorough training in intermediate theory requires both Econ 4011 and Econ 4021. Students should also select the "A" subsection. **Non-engineering students may substitute Math 3200 or Math 3211 for the ESE 326 prerequisite. What explains the growth of the world economy since the Industrial Revolution? A&S IQ: SSC Students whose primary major is in another college should consult with that colleges website. EN: S, L11Econ4941 Economic Analysis with Excel. 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. Applications to the current economic crisis will also be discussed. Keep in mind that you will be placed on the waiting list until you pass the take-home placement exam. EN: S. Introduction to econometrics as it is applied in microeconomics. Students can enroll in only one section per semester. Prerequisite: Econ 4021. Credit 3 units. The lifecycle model is used to examine questions involving decision-making over the lifecycle. 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/ . Topics include economic growth, poverty, corruption, and human capital accumulation, with an emphasis on education and health-related policies. The course involves analysis of the economic and social determinants and consequences of education. Arch: SSC Prerequisites: Econ 4011. Specific grading duties will be determined by the supervising faculty member, in accord with Arts & Sciences policies. 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. Art: SSC Credit variable, maximum 3 units. Topics include recession and recovery; long-term growth; saving and social security; investment; and monetary policy. L11Econ4721 Advanced Topics in Modern Economic Growth. | March 2, 2023 Prerequisites: The prerequisite courses for Econ4011 are Econ1011 and Math132. Fundamental growth theory is then provided for explaining these facts systematically and for evaluating the consequences of commonly adopted development policies. We look at the theories, we examine the facts (past and present), then we go back to the theories and reconsider their explanatory power. Two to four topics will be chosen for in-depth discussion during the semester. Exploration of the realities of economic life in the United States and how they correspond to the American Dream. A&S IQ: SSC The Neoclassical Growth Model and its variants are used to study aggregate trends and aggregate effects of government policy. The final third addresses taxation. How come some societies are apparently much more innovative than others? We will focus on popular experimental anomalies, including the Allais and Rabin paradoxes, ultimatum bargaining, the centipede and public goods contribution games. The Friday "A" subsection is an opportunity to get assistance with the STATA-based assignments, via a TA-led help session. Substitution for economics courses and study abroad approval for economics courses will be determined by the Academic Coordinator in the Econ department. Please note: Requests for online registration are wait-listed. CSE 546 Machine Learning for Big Data . Arch: SSC 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. It is possible to graduate with Latin Honors or with English honors. *Math 493 is elective credit in the major if Math 3200 is completed to satisfy the core requirements. A tag already exists with the provided branch name. The former is generally offered in the fall semester; the latter in the spring. Course provides a basic working knowledge of econometrics. My office hours are immediately after class to 8pm on MW (location is McKelvey 1037), and 12-1pm on Sat. 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. Econ 413 may be taken from an approved study abroad program. Prerequisities: (none listed) Credits: 4.0 Arch: SSC Students pursuing this joint major through the McKelvey School of Engineering or through Arts & Sciences must do the following, in addition to the major requirements: Complete one additional economics elective. This course provides a more in depth look into quantitative methods used in contemporary macroeconomic analysis. We will cover numerical methods used in dynamic optimization. Rather than focusing on the whole history of economic thinking, we will focus on practical issues, including questions such as the following: What determines the wage of labor? Further information is available in the Majors section of this page. Students who by-pass Econ 1011 and/or Econ 1021 will need to complete additional elective coursework in Computer Science or in Economics. McKelvey Hall, home to CSE, was designed with collaboration and innovation in mind. Prerequisite: Econ 4011. Economic analysis of labor markets. It is possible to graduate with Latin Honors. National income and labor market measurement. 2023 Washington University in St. Louis. http://sites.wustl.edu/neumann/courses/spring-2016/cse-517/. Local decision making; financing of local government expenditures. 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 other words, a total of 4 economics electives are completed, rather than the 3 required for the major alone.). Credit 3 units. Meet the people solving our biggest problems. Students use both desktop systems and hand-held (Arduino-compatible) micro-controllers to design and implement solutions to problems. L11Econ4011 Intermediate Microeconomic Theory. University of Washington - Paul G. Allen School of Computer Science & Engineering, Box 352350 Seattle, WA 98195-2350 (206) 543-1695 voice, (206) 543-2969 FAX, UW Privacy Policy and UW Site Use Agreement. Catalog Description: Overview of modern approaches for natural language processing. Its easy to start your application today. The course tries to address these questions. 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. The prerequisite courses for Econ4021 are Econ1021 and Econ4011. Theories will be evaluated using historical data and detailed case studies. This course may not be used to satisfy major requirements. This courseassumes that you have taken a first course on machine learning that covers theory and practice, (CSE 417T is a hard pre-requisite). 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). If you have taken a Machine Learning course from another university, and are confident about the topics above, we welcome you to our class! Please direct questions about 247R and requests regarding excused absences to them via the 247R Piazza board . An Ident course is the exact same course as the Home (i.e. Additionally, a minimum of 3 of the 4 economics electives must be drawn from the approved List of Financial Economics electives above. 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. 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. The course provides an in-depth understanding of the role of the state and the impact of specific public policies designed to encourage development. Coverage of demand theory (indifference curves and utility functions) and preferences under uncertainty, including expected utility and risk aversion. Math 309 is recommended. The economics of information literature is also used to explain the evolution of financial institutions and markets, and to understand the consequences of that evolution for economic outcomes (such as economic development and financial crises) and for monetary policy choices (such as central bank interventions, regulations and changes in the payments system). BU: BA, ETH *Students planning to complete CSE 517 should try to complete CSE 417T as the prerequisite course. ), Credit 3 units. Coincident with the evolution of financial institutions was the development of the asymmetric information model. Members of the Association for Computing Machinery (ACM) at WashU have worked hard to define who they are and share their passion for computer science. Prerequisite: Econ 4011; Econ 4021 recommended, but not required. Innovation figuring out better and cheaper ways of satisfying human desires is the key to improving our well-being. 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. This course assumes a basic understanding of machine learning and covers advanced topics at the frontier of the field in-depth. A&S IQ: SSC Please Note: Requests for online registration will be wait listed, and students will be enrolled according to economics major/minor status and student level (e.g., priority to Level 8 economics majors). 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. A Home course is a course that is created, maintained and owned by one academic department (aka the Home department). (The course cannot be used for economics major/minor credit. This course does not count for Economics major/minor elective credit. In Economics: In this course, we will use the theoretical and empirical tools of economics to study the criminal justice system. May be repeated for credit. *Students planning to complete CSE 517 should try to complete CSE 417T as the prerequisite course. The PDF will include all information unique to 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. 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. The prerequisite courses for Econ 4011 are Econ 1011 and Math 132. 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. We will examine the extent to which these are consistent with standard economic theory and how they may contradict it. 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. Economists have many theories of innovation, some better than others. The course will be held in the computer classroom so that students can obtain practical experience preparing data, managing workflow, and presenting results. Multiple writing assignments that emphasize critical analysis of theoretical perspectives and readings applied to current macroeconomic topics. Copyright 2023 by:Arts & Sciences at Washington University in St. Louis, Department of Economics As SEAS students they are also required to complete the usual 18 units of distribution course work in Social Sciences and Humanities. Attendance at the subsection is recommended, but not required. In each major, students complete thecore courses in the respective fields, along with a set of electives that are complementary to both fields. The PDF will include content on the Overview tab only. 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. Art: SSC EN: S. Money and the monetary system; money creation by the banking system; central bank functions; monetary theory and economic policy. Exceptional spaces for discovery and creation McKelvey Hall, home to CSE, was designed with collaboration and innovation in mind. Development of general equilibrium under pure exchange, including the concepts of competitive equilibrium and Pareto efficiency. A minimum of 3 of the 5 economics electives must be drawn from the approved List of Financial Economics electives, above. *Of these options, Math 3200 is the preferred course. 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. 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. Prerequisites: Econ 4011 and Econ 413 or Econ 413W. Theory and evidence on supply of and demand for labor, explanation of wage and income differentials; impact of education on human skills and productivity. Art: SSC The PDF will include content on the Minors tab only. Consult Academic Coordinator for further details. *For statistics, Math 3200 or ESE 326 are the preferred choices.