Jointly offered by the Departments of Mathematics and Economics 1 Agenda • • • Overview of the Program - who should choose this Program - career prospect - program requirements - admission requirements Applications of mathematics in economics - Two-sided matching schemes - Powers in voting systems - US House seats apportionment Views from leading economists - role of mathematics in economics Academic Aspirations Students who are interested in learning to apply mathematical ideas and techniques to wide range of problems in economics. - University admission schemes: 2-sided matching - Influenential power in various voting systems - Proportional representation: apportionment of legislature seats - Financial economics: asset pricing theory and portfolio selection 3 Provide a program of study for students who seek the option of taking a quantitatively oriented job in financial industry or intend to pursue postgraduate study in applied mathematics, economics, or in a related area, like quantitative finance or management science. 4 Stay competitive in the future job markets Provide students with solid training in fundamental theories in both mathematics and economics. Equip students with quantitative reasoning skills, conceptual understanding, and the a b i l i t y t o e ff e c t i v e l y c o m m u n i c a t e i n m a t h e m a t i c s an d i n th e l a n g u a g e o f economics and social science. 5 Why choose this degree program? Liberal arts education versus professional training The program is advantageous to students who otherwise would take a single major in mathematics or economics. Equip oneself with a strong quantitative background in economics and related areas in management and finance. 6 Career Prospects Ample career opportunities in the financial sector and public sector for university graduates that fully understand the use of mathematical and economic tools and those who are able to use the knowledge and language of both disciplines. Equipped with the necessary background for entry into postgraduate degree programs in applied mathematics and economics. 7 Preparation for postgraduate studies Pursue PhD study at Stanford University, UCLA, Minnesota University, Boston University, and others Enroll in MSc degrees in Financial Engineering / Mathematics at Columbia University, University of California at Berkeley, Imperial College, HKUST, etc. 8 Key components in the curriculum Subject area No. of courses Mathematics 8 Economics 8 Humanities and Social Science 4 Business 1 Computer Science 1 Language 2 Free electives 3 9 Major Program Requirements Core Courses MATH 101 Multivariate Calculus [3-1-0:4] MATH 111 Linear Algebra [3-1-0:4] MATH 201 Introduction to Analysis [3-1-0:4] ECON 198 Microeconomic Theory I [3-1-0:4] ECON 199 Macroeconomic Theory I [3-1-0:4] 10 Required Courses MATH 241 Probability [3-1-0:4] MATH 301 Real Analysis [3-1-0:4] ECON 200 Microeconomic Theory II [3-1-0:4] ECON 201 Macroeconomic Theory II [3-1-0:4] ECON 233 Introduction to Econometrics [3-1-0:4] 11 Elective Courses Three Mathematics electives are chosen at the 300-level or above. Some recommended Mathematics electives are MATH310 Game Theory [3-1-0:4] MATH341 Stochastic Modeling [3-1-0:4] MATH362 Fundamentals of Mathematical Finance [3-1-0:4] MATH392 Mathematics of Social Choice Theory [3-1-0:4] 12 Elective Courses Three Economics electives are chosen at the 300-level or above. Some recommended Economics electives are ECON 329 Econometrics for Financial Data ECON 330 Time Series Econometrics and Business Forecasting ECON 333 Money and Banking ECON 335 International Trade and Finance ECON 343 Economic Development and Growth [3-1-0:4] [3-1-0:4] [3-1-0:4] [3-1-0:4] [3-1-0:4] 13 General Education Requirements Electives must be selected from among those general education courses that are listed under the section “Designated General Education Courses”. Minimum Minimum Elective Types Number of Course Credits ________________________________________________________________ GEE (B&M) Business and Management General Education Elective 1 3 GEE (ENGG) Engineering General Education Elective 1 3 GEE (H&SS) Humanities and Social Science General Education Elective 4 12 14 ECON 150 [3-0-0:4] Big Problems in Economics: Issues, Ideas, and Principles _____________________________________________________________ The course introduces students to some of the economic principles that never have proven to be powerful tools for analyzing real-world problems. A wide range of the most pressing issues of our times will be identified and discussed. The necessary framework for analyzing them ill be developed. ECON 191 Honors Microeconomics [3-1-0:4] _____________________________________________________________ Application of economic theory to important real-world problems; reading of selected excerpts from important books and articles; discussions of methodology and current controversies. Exclusions: ECON 110, ECON 111, ECON 113, SOSC 144, AL Business and Economics Prerequisite: B or above in AL Economics 15 COURSES IN LANGUAGE FOR BUSINESS LABU 101 Business Case Analyses [0-3-0:4] ______________________________________________________________ A one-year course for Business students and students in Technology and Management. This course develops students' critical thinking and communication skills as well as interdisciplinary awareness through a process of comprehending, analyzing and presenting business cases in various disciplines. Exclusion: LANG 107 LANG 201 Business Communication [0-3-0:3] ______________________________________________________________ Restricted to students in the School of Business and Management. Focuses on the processes and skills of effective oral presentation, report and letter writing in business situations where English is the medium of communication. Prerequisite: LABU 101/LANG 107 16 Overseas Exchange Programs Students can choose either the list of exchange partners from the School of Science or School of Business and Administration. • Take advantage of being a joint program offered by two schools 17 Admission channels and requirements Interested applicants may apply via the JUPAS or the Early Admission Scheme. In addition to the General University entrance requirements, an applicant must obtain 1. grade D or above in AS Use of English in HKALE 2. pass in AL Pure Mathematics plus 1 AL / 2 AS subjects 18 Views from leading economists - Role of mathematics in economics Paul Krugman - New York Times (Sept. 11, 2009) Mathematics in economics can be extremely useful. The mathematical grinding serves an essential function — that of clarifying thought. I started with some vague ideas; it was not until I have managed to write down full models that the ideas came clear. After the mathematics, I was able to express most of those ideas in plain English, but it really took the mathematics to get there, and you still cannot quite get it all without the equations. 20 Other views The problem with mathematics in economics is that most economists are amateur mathematicians trying to fake it. Their mathematics is sloppy and cuts corners, or is simply applied indiscriminately and inappropriately. Reading general equilibrium theory makes you want to study pure physics or mathematics to see how it should be done. 21 Equations / models / methodologies are merely tools to aid the financial / economic decision making process. A lot of Business schools teach models like CAPM but do not teach their students to question the underlying assumptions of the model. Critical thinking is a must and no amount of mathematics or econometrics methodology can eliminate it. 22 It seems to me that it is hard to have a substantive theory without mathematics, but mathematics alone is not enough. After all, mathematics is just a tool, one which can be used well or badly, for the right or wrong reasons. 23 Mathematics can and should be used in economics to aid understanding. But this does not mean that economist’s mathematical models are anywhere close to being able to predict the future. Mathematical models are merely “that models”. The real life system of economic interactions, like every other system in the natural world, is only finitely divisible, that is not continuous and not differentiable. The mathematical models are generally assumed to be continuous and often differentiable. 24 Mathematics and its applications in Economics Two-sided matching schemes University admission schemes − Each individual student has her preference list of programs − Each degree program has its own priority choices of students Marriage: matching between pairs 26 Program Optimal Approach 27 Each admissions officer gives out all the K offers to its chosen list of top K candidates (represented by representatives). If there are more than one offer given to the candidate, then she returns the less preferred offers to the admissions officers, who will then give the offers to the next eligible candidate in the queue. 28 Student Optimal Approach 29 A soldier tries to break into the castle through one of the gangways (in order of his preference). When a compartment is full, the intruder will fight with the weakest person admitted in a tournament. If the intruder is victorious, then he kicks out the weakest occupant. If the intruder is defeated, then he tries the next preferred gangway (until having exhausted all his choices). 30 Characteristics of a stable solution 1. For candidates who are not assigned to any study programmes, they are inferior to all the selected ones in all the programmes they have applied for. 2. For a candidate who is assigned to a study programme which is not his first choice, then in all his more preferred choices, he is inferior to all the candidates who have been accepted. 31 In other words, a student cannot find a more preferred curricula which is willing to accept him, and an institution cannot get a more eligible student willing to accept its offer to replace the weakest one already accepted. Stable solutions exist but they may not be unique. However, in all the stable solutions, it is always the same group of applicants that are selected for admission. 32 Measurement of political power United Nations Security Council Big “five” permanent members, each has veto power. Ten “small” countries whose membership rotates. Need 9 affirmative votes from the 15-member council to pass a resolution. What is the relative strength (political power) of the “big” and “small” nations? - Pivotal in turning a losing coalition into a winning one. - How often can a member state play such a role? 33 United States Federal System 537 voters in the system: 435 Representatives, 100 Senators, the Vice President and the President. The President has veto power that can be overridden by a two-thirds vote of both the House and the Senate. The Vice President plays the role of tie breaker in the Senate. 34 Apportionment of legislature seats based on populations of districts District A B C D E Population 9061 7179 5259 3319 1182 26000 25 seats exact quota 8.713 [9] 6.903 [7] 5.057 [5] 3.191 [3] 1.137 [1] 25 26 seats exact quota 9.061 [9] 7.179 [7] 5.259 [5] 3.319* [4] 1.182 [1] 26 27 seats exact quota 9.41 [9] 7.455* [8] 5.461* [6] 3.447 [3] 1.227 [1] 27 35 Method of the Greatest Remainders – Favoring districts with larger population Order the remainder qi - qi, and allocate, one each, to the districts having the largest fractional remainders. Integer programming problem – seek integer solutions that minimize the discrepancies between allocated seats and fair shares. 36 Alabama paradox – Loss of House Monotone Property Increase in the total number of seats may force a state to lose a seat. − In 1880, Alabama would get 8 seats from total of 299, but only 7 from total of 300. It changes the priority order of assigning the surplus seats. Alabama had an exact quota of 7.646 at 299 seats and 7.671 at 300 seats. Texas and Illinois increased their quotas from 9.040 and 18.640 to 9.682 and 18.702, respectively. 37 Population paradox State X could lose seats to State Y even though population of X had grown faster than population of Y. New States Paradox Adding a new state and / or increasing number of seats may cause another state to lose seats. − In1907, Oklahoma was added as new state with 5 new seats to the House (386 to 391). Maine’s apportionment went up (3 to 4) while New York’s went down (38 to 37). 38 Mathematics is … Advanced language A tool of clarity, precision and correctness An aid to calculations – getting numbers Sources of concepts e.g. game theory, equilibrium theory, optimization, statistics (quite often) difficult to use, to understand 39 Insurance: Mathematics and Economics The subject matter of the journal includes the theory, models and computational methods of life insurance (including pensions systems, social insurance, and health insurance), of nonlife insurance, of reinsurance and other risksharing arrangements, as well as of risk management. It includes innovative insurance applications of results from other fields, such as probability and statistics, computer science and numerical analysis, economics, operations research and management science. 40 For more details, please visit the program web page at http://www.math.ust.hk/ug/programs/bsc.mathecon.shtml 41 Thank you for your attention. Questions!