Students should refer to the departments websites or consult with either. Art: SSC 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. Substitutions for economics courses and study abroad (or away) approval will be determined by the Academic Coordinator in the Econ department. EN: S, L11Econ328 History of Economic Analysis. CSE 517A Machine Learning, Washington University in St. Louis, CSE 517A Machine Learning, Washington University in St. Louis Currently, there are two courses in "Topics in Financial Economics": Asset Pricing and Investments. Catalog Description: Overview of modern approaches for natural language processing. Majors must complete seven electives, with three in each discipline and one from either department. By completing a specialized set of electives, majors can earn the "Certificate in Financial Economics." L11Econ4111 Optimization and Economic Theory. 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. 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. Elective courses: 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). This course is a rigorous introduction to financial markets, financial institutions, and their purpose and functions in the economy. 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. Prerequisite: invitation into the "Honors in Economics with Thesis" track of the department's Honors Program. In this course, students will learn to take advantage of the profit-seeking motive of capitalism while also learning from the mistakes and unintended consequences capitalism has caused throughout history. This subsection is a help session, and attendance is not required. Refer to the Undergraduate Bulletin or Math department website for policies pertaining to by-passing calculus courses. 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.) 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. Substitution for economics courses and study abroad approval for economics courses will be determined by the Academic Coordinator in the Econ department. 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. A&S IQ: SSC Prerequisites: The prerequisite courses for Econ 4011 are Econ 1011 and Math 132. 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. *Math 493 is elective credit in the major if Math 3200 is completed to satisfy the core requirements. 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 use both desktop systems and hand-held (Arduino-compatible) micro-controllers to design and implement solutions to problems. Key variables to be evaluated include physical capital investment, education and human capital investment, technological progress, robotization, international trade, and financial markets, among others. L11Econ444 Innovation and Intellectual Property: Theory and Practice. 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. A minimum of 3 of the 5 economics electives must be drawn from the approved List of Financial Economics electives, above. Students in Arts&Sciences, Olin or Sam Fox may declare a prime or a second major in Econ+CSE via L11 (Econ). Required courses: Course List; . Topics include recession and recovery; long-term growth; saving and social security; investment; and monetary policy. http://sites.wustl.edu/neumann/courses/spring-2016/cse-517/. The course examines critically two prescriptions that economics usually endorses: (1) "balancing" of benefits against costs (e.g., benefit-cost analysis) and the use of risk analysis in evaluating policy alternatives; and (2) use of market incentives (e.g., prices, taxes or charges) or "property rights" instead of traditional command-and-control regulations to implement environmental policy. (45 Documents), CSE 517A - Machine Learning 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. For a thorough introduction to economics, Econ 1021 also should be taken. A tag already exists with the provided branch name. Please refer to the attachment to answer this question. Empirical examples are drawn from Asia, Latin America, and the African subcontinent. 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. At what level does an interest rate become usury? 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. Graduate Teaching Assistant at University of Washington University of Washington Substitutions for economics courses and study abroad approval will be determined by the Academic Coordinator in the Econ department. Prerequisite: Econ 1011. An introduction to mathematical optimization and its applications within economics. Portions of the CSE517 web may be reprinted or adapted for academic nonprofit purposes, providing the source is accurately quoted and duly creditied. Students with a major in Math+Econ have two options through which the Certificate in Financial Economics may be earned. This course assumes a basic understanding of machine learning and covers advanced topics at the frontier of the field in-depth. Prerequisites: Econ 1011, Math 132 and concurrent enrollment in, or prior completion of, either Math 233 or Econ 493 (Mathematical Economics). Our policy evaluation will focus on fiscal policy (taxes) and social security issues. 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). Why are the level and the growth rate of per-capita income so different across countries? A&S IQ: SSC A&S IQ: SSC The CSE program provides three majors in all, with numerous electives, allowing flexibility to explore your academic and career interests. certificate in data mining and machine learning. Local decision making; financing of local government expenditures. Students are also encouraged to contact Academic Coordinator Dorothy Petersen with any questions. Art: SSC Topics include economic growth, poverty, corruption, and human capital accumulation, with an emphasis on education and health-related policies. 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. The lower-division course requirements are designed to provide a strong foundation in mathematics, physics, programming methodology and skills, and computer organization. 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)**. 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. EN: S. In this course, an advanced undergraduate can assist a faculty member in the teaching of an undergraduate Economics class. 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 . 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, Econ 4021, and Econ 413. The goal of the course is to provide tools to analyze key elements of this crisis. The course tries to address these questions. L11Econ1011 Introduction to Microeconomics. The PDF will include content on the Minors tab only. In addition to providing hands-on experience using Excel's advanced capabilities, the course is designed to serve as a bridge between introductory econometrics and practical work with real-world datasets. (106 Documents), CSE 260 - Introduction to Digital Logic and Computer Design 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). EN: S. Advanced application of economic theory to policy problems. The course relies heavily on the concepts and methods of microeconomics and macroeconomics. to measure outputs including labor market success, graduation rates and standardized test scores. 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. Both may be taken for major or minor credit, and both are elements of the Certificate in Financial Economics. Consult with the Economics departments Academic Coordinator. The study of economics contributes to a broad liberal arts education and helps students develop superior problem-solving skills. Copyright 2004, 2005, 2006, 2007 WiMAX Forum "WiMAX Forum" and "WiMAX Forum CERTIFIED" are registered trademarks of the WiMAX Forum. 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. BU: IS 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. Substitutions for mathematics courses and study abroad approval for mathematics courses will be determined by the Department of Mathematics and Statistics. The general question we will address, using specific cases, is that of the role of markets and government in an economy. What explains the decline of manufacturing, and its growth in the early stages of development? For further details on policies and procedures, please refer to the "Undergraduate Guide," the department's website, or schedule a meeting with the department's Academic Coordinator. Substitutions for CSE 131 are subject to approval by the McKelvey School of Engineering. Video recording of a Q&A session by Prof. Raj Jain of Washington University in St. Louis, USA The Home department is primarily responsible for the decision making and logistical support for the course and instructor. Below are the most recent majors/minors requirements. Economics majors and minors must take this course (or Math 233) prior to, or concurrently with, Econ 4011. Credit 1 unit. 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. Prerequisites: CSE 247,CSE 417T, ESE 326, Math 233,Math 309, and experiencewith Python (NumPy/Scipy). Prerequisite: Econ 4021. Credit 3 units. The Neoclassical Growth Model and its variants are used to study aggregate trends and aggregate effects of government policy. Prerequisites: Econ 1011 and Econ 1021. Credit 3 units. Students who are prime in McKelvey (EN) may use ESE326 for the "statistics" requirement of any of the majors, and no pre-approval is required. This course studies economic theories that explain the observed patterns of economic development across time and space. Economic analysis of labor markets. Majors interested in completing the Certificate in Financial Economics should complete the following declaration form. The role of banks in the economy can be explained with the tools developed in these models of the economics of information, as a microeconomic theory of banking does not exist when information is symmetric and markets are complete. Prerequisites: Econ 4011 and Econ 413 or Econ 413W. 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. Art: SSC A sound grounding in economic theory is essential to the course. Theoretical and empirical analysis of the presence and value of competitive forces in the United States economy. The prerequisite courses for Econ 4011 are Econ 1011 and Math 132. Course provides a basic working knowledge of econometrics. 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. Econ 413 may be taken from an approved study abroad program. 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.