Note: This course does not count toward the major or minor in economics. My office hours are immediately after class to 8pm on MW (location is McKelvey 1037), and 12-1pm on Sat. 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). A&S IQ: SSC This course is a student's initial study of econometric theory and practice. An additional approved substitution for the "statistics" requirement of the majors is DAT 120 AND DAT 121. The question is: What drives it? The PDF will include content on the Minors tab only. 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. In financial markets, trade is essentially "money now" for "money in the future." Majors may receive abroad transfer credit for Econ 413 and/or any economics elective; majors must complete 2 of the 3 economics electives in residence. Prerequisites: Econ 4011, Econ 4021 and Econ 413. You signed in with another tab or window. Prerequisite: Econ 4011. L11Econ1011 Introduction to Microeconomics. The PDF will include content on the Overview tab only. L11Econ484 Computational Macroeconomics. Behavioral economics is an effort to incorporate ideas from psychology into economic models of behavior. Substitutions for economics courses and study abroad approval will be determined by Academic Coordinator Dorothy Petersen in the Department of Economics. Credit variable, maximum 3 units. EN: S, L11Econ348 Economic Realities of the American Dream. 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: Econ 1011 and Math 2200. The general question we will address, using specific cases, is that of the role of markets and government in an economy. Refer to the Undergraduate Bulletin or Econ department website for policies pertaining to by-passing the introductory economics (Econ 1011, Econ 1021) courses. Students should also select the "A" subsection. Further information is available in the Majors section of this page. Graduate Teaching Assistant at University of Washington University of Washington Substitutions for mathematics courses and study abroad approval for mathematics courses will be determined by the Department of Mathematics and Statistics. 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. May be repeated for credit. **Non-engineering students may substitute Math 3200 or Math 3211 for the ESE 326 prerequisite. Keep in mind that you will be placed on the waiting list until you pass the take-home placement exam. The instructor for the course this semester is Michael Hall. Economic function of the city and the role of the city in a national economy. 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 . Prerequisite: Econ 1011. L11Econ4301 Understanding the Financial Crisis. What explains the decline of manufacturing, and its growth in the early stages of development? 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). (This means students complete 8 math and econ electives, with a minimum of four electives drawn from economics.). 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. One of the three electives can be any economics course with Econ4011 orEcon4021 as a prerequisite, including from an approved study abroad program. Of particular importance are the roles of risk, uncertainty, and time in the allocation of resources. We will also organize the class into research groups that will address specific economic policies issues. 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. Arch: SSC Even those familiar with the basic functioning of Excel may be surprised to learn how little of its full capability most users access. Analysis of consumer demand for health care, medical technology, and the role of health insurance. Majors must complete 7 electives, with 3 in each discipline and one from either department. Prerequisite: Econ 4011. The prerequisite courses for Econ 4021 are Econ 1021 and Econ 4011. Prerequisites: CSE 247,CSE 417T, ESE 326, Math 233,Math 309, and experiencewith Python (NumPy/Scipy). 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. Description: The field of machine learning is concerned with the question of how to construct computer programs that automatically improve with experience. 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 final third addresses taxation. Piazza is an intuitive platform for instructors to efficiently manage class Q&A. 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. Topics include the measurement and evaluation of tax burdens, the federal personal income tax, tax evasion and proposals for fundamental tax reform. Refer to the department website or consult with the Academic Coordinator in the Economics Department (Dorothy Petersen. We expect students to master the topics below, Supervised learning setup Training, testing, validation, generalization Training error, testing error, generalization error Loss functions for regression, classification Perceptron algorithm (analysis andimplementationin MATLAB/Python) Linear regression (least-squares model) Linear classification (logistic regression) Gradient descent Non-linear feature space transformation Cross-validation Bias-variance decomposition of the error Parametric vs non-parametric models Multi-class classification k-NN model (2-optimal,implementationin MATLAB/Python) KD-trees, Ball-trees Decision trees: training, pruning, and prediction (analysis andimplementationin MATLAB/Python) Bagging, random forests (analysis andimplementationin MATLAB/Python) Boosting, Adaboost (theoretical analysis andimplementationin MATLAB/Python) Support vector machines (primal and dual optimization, slack variables, kernel SVM) Neural networks (backpropagation algorithm). Topics include language models, text, classification, tagging, parsing, machine translation, semantic, and discourse analysis. 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. (121 Documents), CSE 347 - Analysis in Algorithms 247R meetings (Eads 016, choose 1 per week): Fri, 10:00 AM - 12:00 PM Sun, 12:00 - 2:00 PM Visit online course listings to view semester offerings for L11 Econ. 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. Credit 3 units. Students who have AP credit for Math 131, Math 132 and/or Math 2200 do not have to complete additional mathematics coursework. 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. Prerequisite: Econ 4011; Econ 4021 recommended, but not required. Students may not receive major credit for both ESE 417 and CSE 417T. Follow these directions to have the Certificate in Financial Economics added to your academic record. Why is monopoly considered a bad thing? 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. In addition, Econ 493 or Math 233 must be taken prior to, or concurrently with, enrollment in Econ 4011. Important components of this course are participation in in-class discussion and essays submitted on the practical issues discussed throughout the semester. Consult with the Economics departments Academic Coordinator. 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. 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. Course Hero is not sponsored or endorsed by any college or university. Discussion of the role of time as it pertains to interest rates, discounting and net present value. 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. The historically-traditional activity of granting loans and collecting deposits has evolved into a much richer and more complex set of financial contracts. 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. 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. 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. It is possible to graduate with Latin Honors. Complete one additional economics elective drawn from the List of Financial Economics electives, above. One economics elective having at least Econ 1011 and/or Econ 1021 as a prerequisite course. (106 Documents), CSE 260 - Introduction to Digital Logic and Computer Design Please note: Requests for online registration are wait-listed. Prerequisite: Econ 1011. The PDF will include content on the Majors tab only. 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. This course is designed to complement Econ 472. 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. decisions are made, we will evaluate these decisions for errors and especially for bias. Why are the level and the growth rate of per-capita income so different across countries? Prerequisite: instructor permission. Arch: SSC 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. Econ 4011 Intermediate Microeconomic Theory, or Econ 413W Introduction to Econometrics with Writing. Syllabi are provided to students to support their course planning; refer to the syllabus for constraints on use. 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. Prerequisites: 4011 and 4021. Our policy evaluation will focus on fiscal policy (taxes) and social security issues. We will examine the extent to which these are consistent with standard economic theory and how they may contradict it. Art: SSC 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. Empirical examples are drawn from Asia, Latin America, and the African subcontinent. Art: SSC Prerequisites: Econ 1011 and 1021. Credit 3 units. A&S IQ: SSC The Certificate in Financial Economics may be earned by anyone with a major (prime or second) in Economics, Economics & Computer Science, or Math & Economics. General equilibrium description of firms and consumers in labor and product markets. 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. The class will include an introduction to experimental methods in economics, including hands-on experience in the MISSEL laboratory. Key variables to be evaluated include physical capital investment, education and human capital investment, technological progress, robotization, international trade, and financial markets, among others. Majors will consult with the study abroad advisor in Engineering regarding transfer credit policies for computer science. Topics include expected utility, strategic-form and extensive-form games with perfect information, Bayesian games, infinitely repeated games, dominance, Nash equilibrium and its refinements. Credit 3 units. The typical number of units earned is 2, with the possibility of a maximum of 3, per semester. At least two electives must have Econ 4011 and/or Econ 4021 as a prerequisite. 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? L11Econ404 Behavioral Economics and Experimental Economics. *Math 493 is elective credit in the major if Math 3200 is completed to satisfy the core requirements. L11Econ4111 Optimization and Economic Theory. Prerequisites: senior standing and permission of the supervising faculty member. (53 Documents), CSE 240 - Logic and Discrete Mathematics 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 . Expand the sections below to learn about the approved electives and the specific requirements, depending on the student's major. Emphasis on the consistency between empirical data and different concepts of the American Dream. An Ident course is the exact same course as the Home (i.e. There are many theories of how economic policies work and considerable debate as to what can be done and what should be done. Art: SSC L11Econ444 Innovation and Intellectual Property: Theory and Practice. Students use both desktop systems and hand-held (Arduino-compatible) micro-controllers to design and implement solutions to problems. Prerequisite: Econ 4011. We study inputs, outputs, and sensing; information representation; basic computer architecture and machine language; time-critical computation; inter-machine communication; and protocol design. 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. 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. Copyright 2004, 2005, 2006, 2007 WiMAX Forum "WiMAX Forum" and "WiMAX Forum CERTIFIED" are registered trademarks of the WiMAX Forum. BU: BA 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. 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. 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. Natural Language Processing (NLP) CSE 517 Statistical Learning . "Signals, Data & Equity challenges students to analyze commonly used technologies and systems in order to highlight bias found within them. This course investigates issues related to the development of the economics of third-world countries. The Economics program explores the problems of a modern economy and introduces the methodological tools that economists use.