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POLS W4210: Research Topics in Game Theory
3.00 Credits
Columbia University in the City of New York
Prerequisites: POLS W4209 or Instructor's Permission. Advanced topics in game theory will cover the study of repeated games, games of incomplete information and principal-agent models with applications in the fields of voting, bargaining, lobbying and violent conflict. Results from the study of social choice theory, mechanism design and auction theory will also be treated. The course will concentrate on mathematical techniques for constructing and solving games. Students will be required to develop a topic relating political science and game theory and to write a formal research paper. Prerequisite: W4209 or instructor's permission.
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POLS W4291: Advanced Topics in Quantitative Research
3.00 Credits
Columbia University in the City of New York
Instruction in methods for models that have dependent variables that are not continuous, including dichotomous and polychotomous response models, models for censored and truncated data, sample selection models and duration models.
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POLS W4292: Advanced Topics in Quantitative Research: Models for Panel & Time-Series Cross-Section Data
3.00 Credits
Columbia University in the City of New York
Advanced Topics in Quantitative Research: Models for Panel & Time-Series Cross-Section Data This course covers methods for models for repeated observations data. These kinds of data represent tremendous opportunities as well as formidable challenges for making inferences. The course will focus on how to estimate models for panel and time-series cross-section data. Topics covered include fixed effects, random effects, dynamic panel models, random coefficient models, and models for qualitative dependent variables.
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POLS W4292 - Advanced Topics in Quantitative Research: Models for Panel & Time-Series Cross-Section Data
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POLS W4360: Mathematical Methods for Political Science
3.00 Credits
Columbia University in the City of New York
No course description available.
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POLS W4365: Design & Analysis of Sample Surveys
3.00 Credits
Columbia University in the City of New York
Design & Analysis of Sample Surveys Prerequisites: Basic statistics and regression analysis (for example: POLS 4911, STAT 2024 or 4315, SOCI 4075, etc.) Survey sampling is central to modern social science. We discuss how to design, conduct, and analyze surveys, with a particular focus on public opinion surveys in the United States.
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POLS W4368: Experimental Research: Design, Analysis & Interpretation
3.00 Credits
Columbia University in the City of New York
Experimental Research: Design, Analysis & Interpretation Prerequisites: One or two semesters of statistics; basic understanding of probability, hypothesis testing, and regression are assumed. Basic familiarity with statistical softward (Stata and R) is helpful but not required. In this course, we will discuss the logic of experimentation, its strengths and weaknesses compared to other methodologies, and the ways in which experimentation has been -- and could be -- used to investigate social phenomena. Students will learn how to interpret, design, and execute experiments.
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POLS W4461: Latin American Politics
3.00 Credits
Columbia University in the City of New York
Comparative theoretical and empirical analysis of political development and regime change in the region through close study of the interrelated nature of polity, society, and economy in selected cases.
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POLS W4496: Contemporary African Politics
3.00 Credits
Columbia University in the City of New York
Prerequisite: POLS V1501 or the equivalent, or the instructor's permission. Topics include the transition from colonialism to independence, ethnic and class relations, the state, strategies for development, international influences, and case studies of selected countries.
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POLS W4895: War, Peace, and Strategy
3.00 Credits
Columbia University in the City of New York
Survey of the causes of war and peace, functions of military strategy, interaction of political ends and military means. Emphasis on 20th-century conflicts; nuclear deterrence; economic, technological, and moral aspects of strategy; crisis management; and institutional norms and mechanisms for promoting stability.
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POLS W4910: Principles of Quantitative Political Research
3.00 Credits
Columbia University in the City of New York
Introduction to the use of quantitative techniques in political science and public policy. Topics include descriptive statistics and principles of statistical inference and probability through analysis of variance and ordinary least-squares regression. Computer applications are emphasized.
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