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*Professors H. S. Alverson (Anthropology), J. L. Campbell (Sociology), T. H. Cormen (Computer Science), E. Demidenko (Medical School), B. Duncan (German), A. J. Friedland (Environmental Studies), J. H. Levine (Mathematics and Social Sciences), D. N. Rockmore (Mathematics, Computer Science), C, M. Snyder (Economics); Associate Professors K. A. Korey (Anthropology), L. Polansky (Music); Senior Lecturers J. F. Pfister (Psychological and Brain Sciences), R. L. Welsch (Anthropology); Professors Emeriti R. D. Masters (Government), R. Z. Norman (Mathematics and Social Sciences), D. G. Sullivan (Government).*

Mathematics and Social Sciences (MSS) is an undergraduate honors major (see pages XXX) combining mathematical training with one or more of the social sciences. From the social sciences, MSS is for students interested in Anthropology, Economics, Education, Geography, History, Political Science, or Sociology, as a quantitative science. From mathematics, MSS is for students interested in statistics, data analysis, mathematics, or computer sciences directed toward application in social science.

*Prerequisite:* Honors standing (see pages XXX) and Mathematics 13 (or, with permission, Mathematics 3 and 6 or equivalent), plus introductory work in several social sciences; or permission.

*Minimum Requirements:* 1) Four (non-introductory) courses in Mathematics or Computer Science, including Mathematics 36; 2) Four (non-introductory) courses in one social science area. The four courses should form a coherent whole, although they need not fall within the same social science department; 3) Two additional courses, including one or more of the courses offered by the Program, to be approved by the Program committee; 4) Completion of a senior thesis, which may be done under the course Topics in Mathematics and Social Sciences, Mathematics and Social Sciences 88.

Where needed topics are not available in the existing curriculum, students may petition for special study under Mathematics and Social Sciences 88. Mathematics and Social Sciences 88 may be taken for credit more than once.

For further details, consult the Program Chair.

*Consult special listings*

06F, 07S, 07F, 08S: 9L

Methods for transforming raw facts into useful information. Directed toward students with an aptitude for mathematics. Emphasis is placed on the understanding, use, and both oral and written interpretation of exploratory data analysis within the rules of scientific method. With permission from the responsible department, MSS 15 may be used to satisfy some pre-medical, natural science, and social science departmental requirements in mathematics, statistics, and methodology. Limited enrollment.

Prerequisite: Mathematics 3 or higher, or permission. *Dist: QDS.* Levine.

07W: 10A 07F: Arrange

Disciplines such as anthropology, economics, sociology, psychology, and linguistics all now make extensive use of mathematical models, using the tools of calculus, probability, game theory, network theory, often mixed with a healthy dose of computing. This course introduces students to a range of techniques using current and relevant examples. Students interested in further study of these and related topics are referred to the courses listed in the Mathematics and Social Sciences program.

Prerequisite: Mathematics 13, 20. *Dist: TAS.* Rockmore.

06F, 07F: Arrange

Students will gather and analyze data on a variety of networks (institutions, communities, elites, friendship systems, kinship systems, trade networks, and the like). Techniques of analysis may include graph theory, text analysis, multidimensional scaling and cluster analysis, and a variety of special models. Not limited to students in the major.

Prerequisite: Mathematics 3 or 6 and some knowledge of statistics, or permission of the instructor. *Dist: QDS.*

*Not offered in the period from 06F through 08S*

A course in mathematical models in psychology with emphasis on psychological foundations, applications, and testing. Topics will be chosen from information theory and its applications in memory, learning, language, and identification under uncertainty; probabilistic learning models; bargaining and its relation to n-person game theory; decision making under uncertainty; and thresholds and signal detectability.

Prerequisite: Psychology 1, and Mathematics 3 or 6. Permission required.

*Not offered in the period from 06F through 08S*

The existence or non-existence of class structure in America, the opportunities for and the degree of upward mobility, and the relation between ability and success are central issues for sociology.

Students will be responsible for understanding both social theory and technical methodology. They will complete a hands-on project, applying the theories of techniques of their choice (or of their invention) to detailed available data on the careers of American men and women of various ages, races, and family backgrounds.

07S, 08S: Arrange

Examination of the assumptions and interpretation of basic quantitative methods in the social sciences. Methods examined may include linear models, tabular analysis, and Tukey-Mosteller exploratory data analysis. Applications will be wide-ranging and customized to student research. Prior knowledge of elementary data analysis or elementary statistics is assumed.

Prerequisite: Mathematics 13, or permission of the instructor. *Dist: QDS.*

07W, 08W: Arrange

Is there a fair method of voting to elect a candidate for political office or to apportion representation in Congress among the States? We examine the benefits and problems of traditional plurality voting. Seeking criteria for fairness leads us to Arrow's axioms for a social welfare function and his 'impossibility' theorem. Alternatives to his assumptions are explored as are weighted voting schemes and approval voting, evaluating their advantages and drawbacks. We also explore the concept of fairness in apportionment of congressional districts. Throughout the course both mathematical and political concepts are used to analyze consequences, benefits, and costs.

Prerequisite: By permission only. Government 6 or other introduction to the U.S. political system, and Mathematics 3 or 6 recommended. *Dist: QDS.* Norman.

All terms: Arrange

All terms: Arrange