The PDF will include content on the Minors tab only. Development of noncooperative game theory, including strategic and extensive-form equilibria and Nash and sub-game perfect equilibria. CSEP 517: Natural Language Processing University of Washington Spring 2017 Natural language processing (NLP) seeks to endow computers with the ability to intelligently process human language. 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. Theories of incorrect beliefs and systematic biases such as money illusion and procrastination will be covered. L11Econ484 Computational Macroeconomics. Art: SSC Why are the level and the growth rate of per-capita income so different across countries? 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. 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. This question was created from hw3.pdf. 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. *Students planning to complete CSE 517 should try to complete CSE 417T as the prerequisite course. (53 Documents), CSE 240 - Logic and Discrete Mathematics The Home department is primarily responsible for the decision making and logistical support for the course and instructor. 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. Math 3200 Elementary to Intermediate Statistics and Data Analysis, Math 310 Foundations of Higher Mathematics, or Math 310W Foundations of Higher Mathematics with Writing. My office hours are immediately after class to 8pm on MW (location is McKelvey 1037), and 12-1pm on Sat. 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. It is administered by TAs Puneet Sachdeva and Daniel Pefley. Econ 4011 Intermediate Microeconomic Theory, or Econ 413W Introduction to Econometrics with Writing. Substitutions for economics courses and study abroad approval will be determined by Academic Coordinator Dorothy Petersen in the Department of Economics. For a thorough introduction to economics, Econ 1021 also should be taken. Thorough training in intermediate theory requires both Econ 4011 and Econ 4021. Washington University in St. Louis McKelvey School of Engineering MSC: 11802061015 1 Brookings Drive St. Louis, MO 63130-4899 Phone: 314-935-5548 Contact Us Resources COVID-19 Resources This course may not be used to satisfy major requirements. You can also read the most current Washington University Bulletin. Majors must complete Econ4011,Econ4021, and theEcon4011/Econ4021 prerequisite electives in residence during the fall and spring semesters. Prerequisite: Econ 4011. A&S IQ: SSC (This means students complete 8 math and econ electives, with a minimum of four electives drawn from economics.). It is possible to earn the Certificate in Financial Economics in conjunction with this major (prime or second). The course introduces students to the field of political economy. 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. Art: SSC This course provides a more in depth look into quantitative methods used in contemporary macroeconomic analysis. Credit 3 units. Refer to the department website or consult with the Academic Coordinator in the Economics Department (Dorothy Petersen. 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. Yevgeniy Vorobeychik will use artificial intelligence to improve methods for game-theoretic analysis. Are you sure you want to create this branch? 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. 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. 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. The former is generally offered in the fall semester; the latter in the spring. Why is monopoly considered a bad thing? EN: S, L11Econ4941 Economic Analysis with Excel. The objective of this course is to study how to design mechanisms to allocate scarce resources and how to create successful marketplaces. In this course, we will use the theoretical and empirical tools of economics to study the criminal justice system. *Of these options, Math 3200 is the preferred course. 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. The CSE program provides three majors in all, with numerous electives, allowing flexibility to explore your academic and career interests. Business fluctuations: inflation and recession; monetary and fiscal policy; economic development. CSE247R is a separate, 1-credit course that 247 students may sign up for. Visit online course listings to view semester offerings for L11 Econ. This course begins with a review of international trade theory, of the balance of payment accounts, and their relationship to international borrowing and lending. Interdisciplinary perspectives from economics, sociology and other areas of social inquiry. 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. Prerequisites: The prerequisite courses for Econ4011 are Econ1011 and Math132. 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. Students whose primary major is in another college should consult with that colleges website. Majors will consult with the study abroad advisor in Engineering regarding transfer credit policies for computer science. Students should refer to the departments websites or consult with either. CSE 517A 517a - Washington University in St Louis School: Washington University in St Louis * Documents (10) Q&A (1) Textbook Exercises 517a Documents All (10) Homework Help (5) Test Prep (1) Showing 1 to 10 of 10 Sort by: Most Popular 3 pages thw2 6 pages thw1 7 pages hw3.pdf 8 pages hw2.pdf 4 pages hw4.pdf 7 pages 01_lecturenote_SRM.pdf 7 pages L11Econ477 Topics in Financial Economics. 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. EN: S. In this course, an advanced undergraduate can assist a faculty member in the teaching of an undergraduate Economics class. The PDF will include content on the Faculty tab only. economics@wustl.edu, Advising / Questions / Further Considerations. 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 Certificate in Financial Economics may be earned by anyone with a major (prime or second) in Economics, Economics & Computer Science, or Math & Economics. CSE517A at Washington University in St Louis | Piazza Washington University in St Louis (change school) Are you a professor? Historical cross-country data, microdata, and specific case studies will be used to evaluate theories of the sources of inequality. 2023 Washington University in St. Louis. Substitutions for economics courses and study abroad (or away) approval will be determined by the Academic Coordinator in the Econ department. http://sites.wustl.edu/neumann/courses/spring-2016/cse-517/. BU: BA 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. Students may not receive major credit for both ESE 417 and CSE 417T. The prerequisite courses for Econ 4011 are Econ 1011 and Math 132. Three 3-unit economics electives drawn from any Econ 4011 prerequisite course, including Econ 4021. Prerequisite: invitation into the "Honors in Economics with Thesis" track of the department's Honors Program. Students with a major in Math+Econ have two options through which the Certificate in Financial Economics may be earned. Prerequisite: Econ 1011. 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 PDF will include content on the Overview tab only. Art: NSM, SSC Topics include language models, text, classification, tagging, parsing, machine translation, semantic, and discourse analysis. Applications to the current economic crisis will also be discussed. Arch: SSC Bold entrepreneurial spirit and skills learned in this course will guide students in their further studies at Washington University and beyond. The class will include an introduction to experimental methods in economics, including hands-on experience in the MISSEL laboratory. L11Econ4111 Optimization and Economic Theory. In practice, we will apply these methods to solve two major models used in macroeconomic analysis, using both Excel and Matlab. Prerequisites: Math 233, CSE 247, ESE 326 or Math 3211, Math 309, and CSE 417T or ESE 417. There are many theories of how economic policies work and considerable debate as to what can be done and what should be done. We look at the theories, we examine the facts (past and present), then we go back to the theories and reconsider their explanatory power. If you have taken a Machine Learning course from another university, and are confident about the topics above, we welcome you to our class! 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). Economics majors and minors must take this course (or Math 233) prior to, or concurrently with, Econ 4011. Credit 1 unit. We apply these tools to study strategic situations in industrial organization, auctions, bargaining, voting, and signaling games. For a thorough introduction to economics, Econ 1011 also should be taken. Opportunity to work as part of a research project under faculty supervision. Development of general equilibrium under pure exchange, including the concepts of competitive equilibrium and Pareto efficiency. Majors in an approved study abroad/study away program may receive transfer credit for the Econ 413 and two electives at the 300-level. This subsection is a help session, and attendance is not required. 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. McKelvey Hall, home to CSE, was designed with collaboration and innovation in mind. The study of economics contributes to a broad liberal arts education and helps students develop superior problem-solving skills. Prerequisites: prior completion of, or concurrent enrollment in, Econ 413 (or equivalent). EN: S. Advanced application of economic theory to policy problems. Analysis of standard monopoly and simple oligopoly problems. One of the three electives can be any economics course with Econ4011 orEcon4021 as a prerequisite, including from an approved study abroad program. (In Economics, elective coursework can be at the 300- or 400-level.). Prerequisites: CSE 247,CSE 417T, ESE 326, Math 233,Math 309, and experiencewith Python (NumPy/Scipy). Keep in mind that you will be placed on the waiting list until you pass the take-home placement exam. One economics elective having at least Econ 1011 and/or Econ 1021 as a prerequisite course. The instructor for the course this semester is Michael Hall. BU: BA Analytic theory of consumer and producer behavior under perfect and imperfect competition. The course tries to address these questions. decisions are made, we will evaluate these decisions for errors and especially for bias. Topics include the measurement and evaluation of tax burdens, the federal personal income tax, tax evasion and proposals for fundamental tax reform. Minor in General Economics | Minor in Applied Microeconomics, Elective course:One economics elective having at least Econ1011and/or Econ1021as a prerequisite course. 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). The primary focus will be a critical examination of psychological theories of nonstandard preferences including loss aversion, probability weighting, reciprocity, fairness and present bias. *Students planning to complete CSE 517 should try to complete CSE 417T as the prerequisite course. Portions of the CSE517 web may be reprinted or adapted for academic nonprofit purposes, providing the source is accurately quoted and duly creditied. (45 Documents), CSE 517A - Machine Learning L11Econ4721 Advanced Topics in Modern Economic Growth. Prerequisites: Econ 1011 and Econ 1021. Assignments are revised to improve logical structure, clarity and style. 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. L11Econ4011 Intermediate Microeconomic Theory. Access study documents, get answers to your study questions, and connect with real tutors for CSE 514A : Data Mining at Washington University In St Louis. L11Econ410 Macroeconomics of Inequality. (In other words, a total of 5 economics electives are completed, rather than the 4 required for the major alone.). The final third addresses taxation. The Department of Economics has extensive course breadth and faculty expertise in the area of financial economics. Empirical examples are drawn from Asia, Latin America, and the African subcontinent. What are the determinants of inequality and risk faced by individuals in different countries? General equilibrium description of firms and consumers in labor and product markets. *Students planning to complete CSE 517 should try to complete CSE 417T as the prerequisite course. Prerequisites: Econ 4011 and Math 2200. 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. Determination of prices; distribution of national income; theory of production. certificate in data mining and machine learning. 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. A minimum of 3 of the 5 economics electives must be drawn from the approved List of Financial Economics electives, above. 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. L11Econ444 Innovation and Intellectual Property: Theory and Practice. The second important topic involves political economy and the supply side: the financing and provision of education. DAT 120 and DAT 121 may be used to fulfill the requirement. Economic analysis of labor markets. (41 Documents). The prerequisite courses for Econ 4021 are Econ 1021 and Econ 4011. 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. Consult Academic Coordinator for further details. The general question we will address, using specific cases, is that of the role of markets and government in an economy. Topics include expected utility, strategic-form and extensive-form games with perfect information, Bayesian games, infinitely repeated games, dominance, Nash equilibrium and its refinements. (106 Documents), CSE 260 - Introduction to Digital Logic and Computer Design Analysis of consumer demand for health care, medical technology, and the role of health insurance. A&S IQ: SSC, WI (43 Documents), CSE 417T - 417T Majors must complete 7 electives, with 3 in each discipline and one from either department. The approach is to apply the economic theory and concepts to political actors and behavior. CSE 546 Machine Learning for Big Data . Students will be expected, at a minimum, to attend lectures and hold office hours. 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. Prerequisite: Econ 4011. Prerequisite: Econ 1011. Substitutions for CSE 131 are subject to approval by the McKelvey School of Engineering. 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. 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. This course covers advanced applications of Game Theory in economics. 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. Description: The field of machine learning is concerned with the question of how to construct computer programs that automatically improve with experience. Theoretical and empirical analysis of the presence and value of competitive forces in the United States economy. Coincident with the evolution of financial institutions was the development of the asymmetric information model. Note: This course does not count toward the major or minor in economics. Coursework in Spring 2017 CSE517A Machine Learning @ Washington University in St. Louis project1: Structural Risk Minimization for Email Spam Filter (Ridge Regression, Logistic Regression, Hinge Loss) project2: Nave Bayes and Perceptron for Gender Classifier project3: Kernel SVM for Spiral Data Classifier (Kernel Types: Linear / Polynomial / RBF) (58 Documents), CSE 473 - Introduction to Computer Networks same instructor, same class time, etc), but is simply being offered to students through another department for purposes of registering under a different department and course number. This experience will help students understand how econometrics relates to other upper-level economics courses which focus on theoretical models for how the world operates. Art: SSC An Ident course is the exact same course as the Home (i.e. 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). For the Econ+CSE major and the Math+Econ major, Math 3200 is the preferred course choice. It is an excellent course of study to pursue, whether students plan to enter the workforce after graduation or are considering graduate work in law, engineering or the social sciences. Multiple writing assignments that emphasize critical analysis of theoretical perspectives and readings applied to current macroeconomic topics. A&S: FYS Text corpora (singular: text corpus) are large and structured sets of texts, which have been systematically collected. Four advanced economics electives (12 units), at least two of which must have an Econ4011orEcon4021 prerequisite. The typical number of units earned is 2, with the possibility of a maximum of 3, per semester. Refer to the Undergraduate Bulletin or Econ department website for policies pertaining to by-passing the introductory economics (Econ 1011, Econ 1021) courses. L11Econ448W Current Macroeconomic Issues. Prerequisites: Econ 4011. EN: S. Money and the monetary system; money creation by the banking system; central bank functions; monetary theory and economic policy. 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. (121 Documents), CSE 347 - Analysis in Algorithms L11Econ472 Topics in Growth and Development. Many Git commands accept both tag and branch names, so creating this branch may cause unexpected behavior. (The course cannot be used for economics major/minor credit. This course highlights important empirical facts concerning growth and development in various countries at different development stages. Currently, there are two courses in "Topics in Financial Economics": Asset Pricing and Investments. Emphasis is on hands-on implementation of the models covered in the course. Students who have AP credit for Math 131, Math 132 and/or Math 2200 do not have to complete additional mathematics coursework. The CSE517 Web: 1993-2023, Department of Computer Science and Engineering, Univerity of Washington.
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