How come some societies are apparently much more innovative than others? Prerequisites: Econ 1011 and Econ 1021. Credit 3 units. A&S IQ: SSC We will define and measure inequality using standard measures of economic well-being, such as income, wealth, and consumption of market goods, and we will also consider broader measures such as health outcomes. 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. The instructor for the course this semester is Michael Hall. CSE 517A Machine Learning, Washington University in St. Louis, CSE 517A Machine Learning, Washington University in St. Louis Students use both desktop systems and hand-held (Arduino-compatible) micro-controllers to design and implement solutions to problems. Credit 3 units. Bold entrepreneurial spirit and skills learned in this course will guide students in their further studies at Washington University and beyond. Majors must complete 4 economics electives at the 300- or 400-level. Prerequisite: invitation into the "Honors in Economics with Thesis" track of the department's Honors Program. L11Econ4111 Optimization and Economic Theory. economics@wustl.edu, Advising / Questions / Further Considerations. This course may not be used to satisfy major requirements. 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.). Portions of the CSE517 web may be reprinted or adapted for academic nonprofit purposes, providing the source is accurately quoted and duly creditied. Topics to be covered include kernel methods (support vector machines, Gaussian processes), neural networks (deep learning), and unsupervised learning. It is not patient saving and accumulation that makes us so much better off than we used to be: capital accumulation is only the conduit through which the innovation juices flow. L11Econ4021 Intermediate Macroeconomic Theory. The Economics program explores the problems of a modern economy and introduces the methodological tools that economists use. Prerequisites: prior completion of, or concurrent enrollment in, Econ 413 (or equivalent). 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 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. Students are also encouraged to contact Academic Coordinator Dorothy Petersen with any questions. 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. Note: This course does not count toward the major or minor in economics. Syllabi are provided to students to support their course planning; refer to the syllabus for constraints on use. Substitutions for mathematics courses and study abroad approval for mathematics courses will be determined by the Department of Mathematics and Statistics. ), Credit 3 units. EN: S. Introduction to econometrics as it is applied in microeconomics. What explains the decline of manufacturing, and its growth in the early stages of development? This course studies economic theories that explain the observed patterns of economic development across time and space. 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. Its easy to start your application today. L11Econ3311 Financial Markets and Analysis. Students enrolled in this program from the School of Engineering will earn an Applied Sciences degree, and will be required to satisfy the following, in addition to the major requirements: 8 units of Natural Science and Technical Writing. This course is designed to complement Econ 472. Analysis of consumer demand for health care, medical technology, and the role of health insurance. Majors must complete Econ4011,Econ4021, and theEcon4011/Econ4021 prerequisite electives in residence during the fall and spring semesters. 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. The CSE517 Web: 1993-2023, Department of Computer Science and Engineering, Univerity of Washington. A minimum of 3 of the 5 economics electives must be drawn from the approved List of Financial Economics electives, above. With this background, we approach the debate about intellectual property, what it is and what it is not good for, whose interests it serves, and whose well-being it thwarts. Arch: SSC Arch: SSC Implementation of monetary and fiscal policy, and exploration of the impact of policy changes on the macroeconomy. Prerequisites: Econ 401 and 413. Students will apply these learnings toward profit-seeking solutions for the United Nations' Sustainable Development Goals, which are global challenges that call us to work together with boldness and urgency. A&S IQ: SSC, WI The course relies heavily on the concepts and methods of microeconomics and macroeconomics. The award is considered the most prestigious in the real-time systems field. 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. 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. L11Econ472 Topics in Growth and Development. 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). 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. We study inputs, outputs, and sensing; information representation; basic computer architecture and machine language; time-critical computation; inter-machine communication; and protocol design. Prerequisites: Econ 1011, Math 132 and concurrent enrollment in, or prior completion of, either Math 233 or Econ 493 (Mathematical Economics). For example, an AFAS major should register for the course "Africa: Peoples and Cultures" under its Ident number, L90 306B, whereas an Anthropology major should register for the same course under its Home number, L48 306B. The Major in Mathematics and Economics. Students in Arts&Sciences, Olin or Sam Fox may declare a prime or a second major in Econ+CSE via L11 (Econ). The major concern will be the rising cost of health care and appropriate public policy responses. Majors must complete 7 electives, with 3 in each discipline and one from either department. Course information and content will be available on Canvas, Spring 2021, Spring 2020 (jointly with Marion Neumann). Meet the people solving our biggest problems. The PDF will include content on the Majors tab only. It is possible to earn the Certificate in Financial Economics in conjunction with this major (prime or second). Students will be expected, at a minimum, to attend lectures and hold office hours. December 15 for spring-semester graduates. Required courses: Course List; . 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. Prerequisites: Econ 4011, Econ 4021 and Econ 413. Arch: SSC Art: SSC The objective of this course is to study how to design mechanisms to allocate scarce resources and how to create successful marketplaces. Arch: NSM, SSC 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. 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 Econ majors). The PDF will include content on the Minors tab only. McKelvey students may declare a prime major via E81 (Computer Science) or a second major via L11 (Econ). In addition to the introductory and intermediate economic theory courses, courses that have particular relevance for business include Econ335, Econ413, Econ4151, Econ451, Econ452 andEcon467. Prerequisites: Econ 4011 and Econ 413 or Econ 413W. Prerequisites: The prerequisite courses for Econ 4011 are Econ 1011 and Math 132. Why are the level and the growth rate of per-capita income so different across countries? 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) Four advanced economics electives (12 units), at least two of which must have an Econ4011orEcon4021 prerequisite. Two to four topics will be chosen for in-depth discussion during the semester. For a thorough introduction to economics, Econ 1011 also should be taken. Added emphasis throughout the course will be placed on examples with applications in economics. (58 Documents), CSE 473 - Introduction to Computer Networks The course focuses on air pollution, water pollution and hazardous wastes, with some attention given to biodiversity and global climate change. You signed in with another tab or window. Prerequisites: Econ 4011 and Econ 413. The PDF will include content on the Faculty tab only. 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. Students may not receive major credit for both ESE 417 and CSE 417T. A sound grounding in economic theory is essential to the course. Prerequisites: Econ 4011 and Math 309 or permission of the instructor. Prerequisites: Econ 1011 and Econ 1021, or consent of the instructors. It is possible to earn the Certificate in Financial Economics in conjunction with this major (prime or second). 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. This course investigates issues related to the development of the economics of third-world countries. *Students planning to complete CSE 517 should try to complete CSE 417T as the prerequisite course. L11Econ413W Introduction to Econometrics with Writing. 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 class will include an introduction to experimental methods in economics, including hands-on experience in the MISSEL laboratory. Currently, there are two courses in "Topics in Financial Economics": Asset Pricing and Investments. 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. Art: SSC 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.