Political Science-Statistics

POLS UN1201 INTRO TO AMERICAN POLITICS. 4.00 points.

The purpose of this course is to introduce students to the principles of American politics and governance. Upon completing the class, students should be more informed about the American political process and better able to explain contemporary American political phenomena, as well as being more likely to engage with politics and elections

POLS UN3220 LOGIC OF COLLECTIVE CHOICE. 3.00 points.

Much of politics is about combining individual preferences or actions into collective choices. We will make use of two theoretical approaches. Our primary approach will be social choice theory, which studies how we aggregate what individuals want into what the collective ;wants.; The second approach, game theory, covers how we aggregate what individuals want into what the group gets, given that social, economic, and political outcomes usually depend on the interaction of individual choices. The aggregation of preferences or choices is usually governed by some set of institutional rules, formal or informal. Our main themes include the rationality of individual and group preferences, the underpinnings and implications of using majority rule, tradeoffs between aggregation methods, the fairness of group choice, the effects of institutional constraints on choice (e.g. agenda control), and the implications for democratic choice. Most of the course material is highly abstract, but these abstract issues turn up in many real-world problems, from bargaining between the branches of government to campus elections to judicial decisions on multi-member courts to the allocation of relief funds among victims of natural disasters to the scoring of Olympic events. The collective choice problem is one faced by society as a whole and by the smallest group alike

POLS UN3225 AMERICAN CONSTITUTIONAL HISTOR. 4.00 points.

This Course is intended to look at key developments of American History through the prism of Supreme Court decisions and their aftermath. In essence, this Course will address three questions: 1. How did the Supreme Court reflect, and affect, historic patterns of U.S. development, and how did it impact the legal and economic framework of the United States? 2. How did the Supreme Court respond to, or worsen, crises in U.S. history? 3. How did the perception of individual and collective rights and liberties, and of the function and role of Governments -- both Federal and State -- evolve over time?

POLS UN3245 RACIAL AND ETHNIC POLITICS. 3.00 points.

This course examines the role of race in American politics and the political behavior of racial and ethnic minorities in the United States. Topics will include, but are not limited to, minority political participation, segregation, gentrification, group identity, implicit bias, political representation, media effects, and the role of race in political campaigns

POLS UN3260 LATINO POLITICAL EXPERIENCE. 3.00 points.

This course focuses on the political incorporation of Latinos into the American polity. Among the topics to be discussed are patterns of historical exclusion, the impact of the Voting Rights Act, organizational and electoral behavior, and the effects of immigration on the Latino national political agenda

POLS UN3285 FREEDOM OF SPEECH ＆ PRESS. 3.00 points.

Examines the constitutional right of freedom of speech and press in the United States. Examines, in depth, various areas of law, including extremist or seditious speech, obscenity, libel, fighting words, the public forum doctrine, and public access to the mass media. Follows the law school course model, with readings focused on actual judicial decisions

POLS UN3290 VOTING AND AMERICAN POLITICS. 3.00 points.

Elections and public opinion; history of U.S. electoral politics; the problem of voter participation; partisanship and voting; accounting for voting decisions; explaining and forecasting election outcomes; elections and divided government; money and elections; electoral politics and representative democracy.

POLS UN1501 INTRO TO COMPARATIVE POLITICS. 4.00 points.

This course provides a broad overview of the comparative politics subfield by focusing on important substantive questions about the world today. The course is organized around four questions. First, why can only some people depend upon the state to enforce order? Second, how can we account for the differences between autocracies and democracies? Third, what different institutional forms does democratic government take? Finally, are some institutions more likely than others to produce desirable social outcomes such as accountability, redistribution, and political stability?

POLS UN3534 AUTOCRACY AND DEMOCRACY. 3.00 points.

With longstanding democracies in Europe and the US faltering, autocratic regimes in Russia and China consolidating, and hybrid regimes that mix elements of democracy and autocracy on the rise, scholars, policymakers, and citizens are re-evaluating the causes and consequences of different forms of government. This course is designed to give students the tools to understand these trends in global politics. Among other topics, we will explore: How do democracies and autocracies differ in theory and in practice? Why are some countries autocratic? Why are some democratic? What are the roots of democratic erosion? How does economic inequality influence a country’s form of government? Is the current period of institutional foment different past periods of global instability? This course will help students keep up with rapidly unfolding events, but is designed primarily to help them develop tools for interpreting and understanding the current condition of democracy and autocracy in the world

POLS UN3528 NEW/OLD FORMS OF POL PROTEST. 3.00 points.

This course will introduce the students to the important topic of political protest. Each week we will address different aspects of the phenomenon: from the determinant to the actors and strategies of protest. We will discuss how the forms of protest have changed and the current role of the internet in general and social media in particular. Finally, we will discuss the role of the state and state repression, in particular censorship in the dynamics of protest. Since this is a comparative politics course, we will cover a range of different countries, including the United States, as well as both democratic and authoritarian regimes

POLS GU4423 POLITICAL ECONOMY ANALYSIS OF ELITES ＆ INSTITUTIONS. 4.00 points.

This course examines political institutions and elite behavior from a political economy perspective. This course has three core goals. First, the substantive goal is to familiarize students with foundational theoretical arguments and frontier empirical evidence pertaining to central questions in political economy relating to political elite and institutions. Second, the methodological goal is to empower students to implement research designs that can effectively address the substantive questions driving their research. Third, the professionalization goal is to expose students to the academic processes of writing reviews, replicating and extending others’ studies, presenting research projects, and writing original research designs or academic papers

POLS GU4453 POLITICS IN RUSSIA. 3.00 points.

This course begins by studying the late Soviet era—the 1970s through the collapse of the Soviet Union in 1991--in order to understand what kind of political system and political culture Russia inherited. We spend some time analyzing why and how the Soviet Union—a superpower for 75 years—disintegrated suddenly and for the most part, peacefully. Then, the bulk of the course focuses on state-building in the Russian Federation. Russia’s effort to construct new political institutions, a functioning economy, and a healthy society represents one of the greatest political dramas of our time. Beginning with Yeltsin’s presidency in 1991 and continuing through the current eras of Putin, Medvedev, and Putin again, we consider phenomena such as economic reform, nationalism, separatism, federalism, war, legal reform, civil society, and democratization. The third part of the course addresses Russia’s foreign relations. Like its predecessor states, the Russian Empire and the Soviet Union, Russia is concerned with what kind of state it is (or should be) and where it stands in the international order. We will study how Russian elites make sense of Russia’s identity, as well as Russia’s policies toward the US, Europe, its “near abroad,” the Middle East, and China

POLS GU4455 Russian Politics: How Autocracy Works. 3.00 points.

This course is designed to give students the tools to understand the politics of post-Soviet Russia through the lens of theories of modern autocracy and by putting Russian in comparative perspective. Among other topics, we will explore: Why did the Soviet Union collapse? Why was economic reform in Russian in the 1990s so difficult? How does autocracy influence economic development? How does Russia’s autocracy work? Why has Russia become increasingly repressive in the Putin era? Why did Russia invade Ukraine in 2022? What are the prospects for political change? How does economic inequality influence a country’s form of government? In addition to answering these questions, we will also examine the many difficult challenges in identifying the causes and consequences of studying autocracy. The course not only hopes to use modern theories of autocracy to understand Russia, but also to use the Russian case to build theories of modern autocracy. This course will help students keep up with rapidly unfolding events but is designed primarily to help them develop tools for interpreting and understanding the politics of autocratic Russia

POLS GU4461 Latin American Politics. 4 points.

This is a lecture class that seeks to introduce students to social scientific analysis while discuss the shifting dynamics of political representation in Latin America. In analyzing political representation in the region, it focuses on demands for political inclusion by different actors and how they were resisted or accepted by established elites in a process that moved from regime change to electoral rotation in power. The course covers these political dynamics and their institutional consequences since the onset of the twentieth century, starting with the Mexican Revolution, until the contemporary period where democracy is the predominant form of government and elections a crucial tool for social and political change. While analyzing the politics of Latin America, we will cover important political science concepts associated with democratic representation, social inclusion and the rule of the law, such as social movement mobilization, political regime change, presidentialism, political party systems, political identities, state capacity, and institutional weakness.

POLS GU4471 CHINESE POLITICS. 3.00 points.

This course offers a historical and thematic survey of Chinese politics and of salient issues in China’s public policy and governance. The first half of the course reviews the patterns and dynamics of political development in China, focusing mainly on the last two hundred years, during which the country has been on a rugged yet fascinating path toward modernity. We will examine major political events including the collapse of the Imperial China, the rise of the Communist Party, the Cultural Revolution, and the post-Mao shift toward reform and opening. The second half of the course will look various special topics, including the structure of the party and the state, the relationship between state and society, the modes of economic development, and the governance of the media and the Internet. Throughout the course, special attention will be paid to how China’s domestic political and economic processes intersected with major world events and transnational forces, such as imperialism, world wars, and economic globalization

POLS GU4472 JAPANESE POLITICS. 4.00 points.

POLS GU4496 CONTEMPORARY AFRICAN POLITICS. 3.00 points.

This course aims to teach students what, if any, answers social scientists have to the questions that concern anyone with an interest in African politics: 1) Why have democratic governments flourished in some countries and not others? 2) What institutions may enable Africans to hold their leaders accountable? 3) How do people participate in politics? 4) In what ways do aspiring African political leaders build public support? 5) To what extent does persistent poverty on the continent have political causes? and 6) Why is violence used to resolve some political disputes and not others?

POLS UN1601 INTERNATIONAL POLITICS. 4.00 points.

This introductory course surveys key topics in the study of international politics, including the causes of war and peace; the efficacy of international law and human rights; the origins of international development and underdevelopment; the politics of global environmental protection; and the future of US-China relations. Throughout the course, we will focus on the interests of the many actors of world politics, including states, politicians, firms, bureaucracies, international organizations, and nongovernmental organizations; the interactions between them; and the institutions in which they operate. By the end of the semester, students will be better equipped to systematically study international relations and make informed contributions to critical policy debates

POLS UN3648 GOVERNING THE GLOBAL ECONOMY. 4.00 points.

Who governs the world economy? Why do countries succeed or fail to cooperate in setting their economic policies? When and how do international institutions help countries cooperate? When and why do countries adopt good and bad economic policies? This course examines how domestic and international politics determine how the global economy is governed. We will study the politics of trade, international investment, monetary, immigration, and environmental policies to answer these questions. The course will approach each topic by examining alternative theoretical approaches and evaluate these theories using historical and contemporary evidence. There will be an emphasis on applying concepts through the analysis of policy-relevant case studies designed specifically for this course

POLS GU4801 GRAND STRATEGY:THEORY, HISTORY ＆ DEBATES. 4.00 points.

Grand strategy is not just a buzzword that commentators and politicians toss around in the news; it is the subject of serious scholarly debate, the focus of intense military planning and diplomatic efforts, and a source of both conflict and stability in the realm of international politics. As such, it is imperative for those interested in international relations and today’s geopolitical environment to understand what grand strategy means, how it has been seen in the past, and the forms it might take in the future. This course aims to introduce students to the concept of grand strategy through a review of both academic and policy-oriented readings. We begin with an overview of the topic of grand strategy and the ways in which it has been defined throughout history. We then examine examples of grand strategy across space and time, from the ancient world, to the European states during the Napoleonic Era, to the strategies of the great powers during the world wars and beyond. We will follow this historical overview with a discussion of contemporary debates in American grand strategy, as well as an examination of the grand strategies of America’s competitors. Following this, we discuss the “building blocks” of grand strategy—economic power, military might, and political, societal, and diplomatic efforts—and then conclude with a discussion of the future of grand strategy in a world of renewed great power competition

POLS GU4814 GLOBAL ENERGY: SECURITY/GEOPOL. 3.00 points.

The course focuses on the nexus between energy and security as it reveals in the policies and interaction of leading energy producers and consumers. Topics include: Hydrocarbons and search for stability and security in the Persian Gulf, Caspian basin, Eurasia, Africa and Latin America; Russia as a global energy player; Analysis of the impact of Russia's invasion of Ukraine on energy markets, global security, and the future of the energy transition; Role of natural gas in the world energy balance and European energy security; Transformation of the global energy governance structure; Role and evolution of the OPEC; Introduction into energy economics; Dynamics and fundamentals of the global energy markets; IOCs vs NOCs; Resource nationalism, cartels, sanctions and embargoes; Asia's growing energy needs and its geo-economic and strategic implications; Nuclear energy and challenges to non-proliferation regime; Alternative and renewable sources of energy; Climate change as one of the central challenges of the 21st century; Analysis of the policies, technologies, financial systems and markets needed to achieve climate goals. Climate change and attempts of environmental regulation; Decarbonization trends, international carbon regimes and search for optimal models of sustainable development. Special focus on implications of the shale revolution and technological innovations on U.S. energy security

POLS GU4845 NAT SECURITY STRAT OF MID EAST. 4.00 points.

At the crossroads of three continents, the Middle East is home to many diverse peoples, with ancient and proud cultures, in varying stages of political and socio-economic development, often in conflict. Following the Arab Spring and subsequent upheaval in Egypt, Syria, Iraq, Yemen, Libya and more, the region is in a state of historic flux. The Sunni-Shia rivalry, especially between Saudi Arabia and Iran, growing Iranian-Israeli conflict, population explosion, poverty and authoritarian control, Russian ascendance and US retrenchment, are the primary regional drivers today. Together, these factors have transformed the Middle Eastern landscape, with great consequence for the national security of the countries of the region and their foreign relations. The primary source of the worlds energy resources, the Middle East remains the locus of the terror-WMD-fundamentalist nexus, which continues to pose a significant threat to both regional and international security. The course surveys the national security challenges facing the regions primary players (Egypt, Saudi Arabia, Iran, Iraq, Syria, Lebanon, Jordan, Israel, the Palestinians and Turkey,) and how the convolutions of recent years have affected them. Unlike many Middle East courses, which focus on US policy in the region, the course concentrates on the regional players perceptions of the threats and opportunities they face and the strategies they have adopted to deal with them. It thus provides an essential vantage point for those interested in gaining a deeper understanding of a region, which stands at the center of many of the foreign policy issues of our era. The course is designed for those with a general interest in the Middle East, especially those interested in national security issues, students of comparative politics and future practitioners, with an interest in real world international relations and national security

POLS GU4863 INTERNATIONAL POLITICAL ECONOMY OF DEVELOPING COUNTRIES. 4.00 points.

This course examines how domestic and international politics influence the economic policies of developing countries. We will critically evaluate different theoretical debates related to foreign economic policymaking in emerging markets, and introduce chief methodological approaches used in contemporary analyses. We will focus attention on different types of cross-border flows: the flow of goods (trade policy), the flow of people (immigration policy), the flow and location of production (foreign investment policy), the flow of capital (financial and monetary policy), and the flow of pollution (environment policy). In the process, we will address several themes that are central to understanding the politics of economic policymaking in emerging economies, including, the legacies of colonialism, trade protectionism and liberalization, globalization and the race to the bottom, the relationship between economic policy and culture, and development and redistribution. There will be an emphasis on applying concepts through the analysis of policy-relevant case studies designed for this course

POLS GU4865 INTERNATIONAL POLITICAL ECONOMY. 4.00 points.

This course explores key frameworks and issue areas within international political economy. It examines the history and key characteristics of (economic) globalization, the theories of international cooperation, as well as the nature and role of international organizations (such as the World Trade Organization) in fostering trade and international economic cooperation. Furthermore, the course discusses the pros and cons of globalization and its implications on domestic policies of nation-states, with a particular focus on the tensions globalization creates and the lines of cleavages between winners and losers from globalization. Finally, the course reflects on the future of globalization and international trade and the challenges faced by national and supranational policy makers

POLS GU4895 WAR, PEACE ＆ STRATEGY. 4.00 points.

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

POLS UN3623 ENDING WAR ＆ BUILDING PEACE. 3.00 points.

This course provides an introduction to the politics of war termination and peace consolidation. The course examines the challenges posed by ending wars and the process by which parties to a conflict arrive at victory, ceasefires, and peace negotiations. It explores how peace is sustained, why peace lasts in some cases and breaks down in others and what can be done to make peace more stable, focusing on the role of international interventions, power-sharing arrangements, reconciliation between adversaries, and reconstruction

POLS UN1101 POLITICAL THEORY I. 4.00 points.

This course considers key questions at the foundation of political thought. What is justice? How do we justify the coercive power of states? Do we have an obligation to obey the government? Who should make and enforce the law? What basic rights and liberties should governments protect? How should our economic system produce and divide wealth and material resources? What are the claims of excluded or marginalized groups and how can these claims be addressed? We explore these questions through the works of several classical and contemporary political thinkers. A major goal of the course is to practice the skills needed to understand a political thinker’s arguments and to construct one’s own

POLS UN3100 JUSTICE. 3.00 points.

An inquiry into the nature and implications of justice in areas ranging from criminal justice to social justice to the circumstances of war and peace, considering issues such as abortion, the criminalization of behavior, the death penalty, climate change, global poverty, civil disobedience, and international conflict

POLS UN3112 GANDHI, KING ＆ POLS OF NONVIOLENCE. 4.00 points.

Since Gandhi’s experiments in mass satyagraha over a century ago, nonviolence has become a staple of protest politics across the globe. From the Occupy movements to the Arab Spring to Movement for Black Lives, it might even be entering a new phase of revitalization. At the same time, what exactly nonviolence is and what it can accomplish in politics is very much under debate. This course aims to understand the politics of nonviolence by examining the political ideas and political careers of its most well-known twentieth-century advocates, M.K. Gandhi and Martin Luther King, Jr. Though still venerated as founding figures of nonviolent protest, Gandhi and King have come to be remembered in ways that can misconstrue how they understood and practiced nonviolent politics. To many, Gandhi is a saintly idealist, who wanted to imbue politics with the spirit of ahimsa, truth, and conscience. Likewise, King is taken to be a spokesman for interracial brotherhood and Christian love. While partly true, these images also downplay the political side of their nonviolence – the techniques of organizing and strategies of protest that made their movements successful. We will examine the evolution of Gandhi’s and King’s political thinking in relation to the movements they led – the Indian independence movement and the civil rights movement in the US. We will consider how the theory and practice of nonviolence evolved and changed as it moved from one context to another. We will be especially focused on understanding the dynamics of nonviolent protest

POLS GU4110 RECENT CONTINENTAL POL THOUGHT. 4.00 points.

This course will compare and contrast the theories of the political, the state,freedom, democracy, sovereignty and law, in the works of the following key 20th and 21st century continental theorists: Arendt, Castoriadis, Foucault, Habermas, Kelsen, Lefort, Schmitt, and Weber. It will be taught in seminar format

POLS GU4132 POLIT THOUGHT-CLASSICL AND MEDIEVAL. 3.00 points.

Prerequisites: Contemporary Civilization or a comparable introduction to political theory course.
Prerequisites: Contemporary Civilization or a comparable introduction to political theory course. This course examines ancient political thought from its origins in the archaic Greek poleis through the development of classical Greek political philosophy and the transmission and adaptation of Greek political ideas in the Hellenistic, Roman, and early Christian traditions. Our texts will include major ancient works of political theory by Plato, Aristotle, and Cicero as well as works of poetry, drama, history, and ethical and natural philosophy that offer insight into ancient thought on politics. We will approach these texts not only as reflections on the ancient democratic, oligarchic, monarchical, and republican political systems they address, but also as foundations for modern political discourse that still prompt us to consider the questions they raise—questions about the ideal form of government in theory, and the best form in practice; about the nature of law and justice, and the relationship between law and custom, science, or religion; about the rule of law, and the rights and obligations of an individual citizen living in a participatory state; and about the reach of empire, and the implications when a self-governing people attempts to direct the affairs of non-citizens or of other states

POLS GU4134 MODERN POLITICAL THOUGHT. 4.00 points.

Interpretations of civil society and the foundations of political order according to the two main traditions of political thought--contraction and Aristotelian. Readings include works by Hobbes, Spinoza, Locke, Montesquieu, Hume, Rousseau, Kant, Hegel, Saint-Simon, Tocqueville, Marx, and Mill

POLS UN3106 Democracy: Principles, Critics and Problems. 3.00 points.

This course is about democracy: its theory, principles, critics and challenges. After centuries of vilification, democracy acquired the status of the "best" political order thanks also to the defeat of Nazism and fascism, in 1945. The end of the Cold War and the international order created by the victors of World War II caused some major changes in the perception and practice of democracy. The world has become a unified place for financial markets and a borderless space for the implementation of hegemonic projects. Openness and globalization put pressure on the ideal and practice of democracy, however. On the one hand, democracy seems to be the solution to all problems so much so that "democracy" now means everything on the right side of history. On the other hand, it seems instead to be a source of problems, and many (even democrats) criticize it for being inefficient in decision-making, subject to the prejudices of increasingly uninformed and ignorant voters, and finally a system that breeds corruption. The goal of this course is to understand this conundrum. What are the basic principles of democracy and the main objections raised against it? In what sense does democracy embody universal values? Is it desirable that democracy contains partisanship with competence? Is populism a fate of modern democracies? These questions will guide us in understanding the promises of democracy and the disappointments of democrats. We will begin our intellectual journey with the ancient vision of democracy and its early critics, then explore the modern trajectory of democratic theory and finally contemporary populist transformations

POLS UN3141 Humans, Nature and the Future: an Introduction to Environmental Political Theory. 3.00 points.

This course is about how we understand humans and their relationship to nature – and about how these understandings influence the ways we design our societies, run our democracies, and make plans for the future. We’ll focus on two central themes. First: how does introducing a concern for ‘the environment’ (or the Earth, or ecology) deepen, and often complicate, our understanding of key concepts in political theory? Second: given that ‘the environment’ is an interdisciplinary issue, how do we understand the relationship between the ideas and conversations we have in political theory, and the ideas and conversations people are having in other disciplines? (For example: climate science.) There is no single prerequisite course for this one, but we will be assuming that you are familiar with the field of political theory in general. This is important, because many of our discussions will aim to map concepts and conversations from environmental political theory onto broader political theory conversations (which requires you to be familiar with those conversations!). Ideally, you’ll have taken a political theory survey before you take this course. If you haven’t, but you still think you’ve got the background necessary to participate fully in the class, please get in touch

POLS UN3704 RESEARCH DESIGN: DATA ANALYSIS. 3.00 points.

This course examines the basic methods data analysis and statistics that political scientists use in quantitative research that attempts to make causal inferences about how the political world works. The same methods apply to other kinds of problems about cause and effect relationships more generally. The course will provide students with extensive experience in analyzing data and in writing (and thus reading) research papers about testable theories and hypotheses. It will cover basic data analysis and statistical methods, from univariate and bivariate descriptive and inferential statistics through multivariate regression analysis. Computer applications will be emphasized. The course will focus largely on observational data used in cross-sectional statistical analysis, but it will consider issues of research design more broadly as well. It will assume that students have no mathematical background beyond high school algebra and no experience using computers for data analysis

POLS UN3720 RESEARCH DESIGN: SCOPE AND METHODS. 4.00 points.

This class aims to introduce students to the logic of social scientific inquiry and research design. Although it is a course in political science, our emphasis will be on the science part rather than the political part — we’ll be reading about interesting substantive topics, but only insofar as they can teach us something about ways we can do systematic research. This class will introduce students to a medley of different methods to conduct social scientific research

POLS UN3768 Experimental Research. 4.00 points.

Randomized experimentation is an important methodology in political science. 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 political phenomena. Students will learn how to interpret, design, and execute experiments

POLS GU4700 MATH ＆ STATS FOR POLI SCI. 4.00 points.

This course presents basic mathematical and statistical concepts that are essential for formal and quantitative analysis in political science research. It prepares students for the graduate-level sequence on formal models and quantitative political methodology offered in the department. The first half of the course will cover basic mathematics, such as calculus and linear algebra. The second half of the course will focus on probability theory and statistics. We will rigorously cover the topics that are directly relevant to formal and quantitative analysis in political science such that students can build both intuitions and technical skills. There is no prerequisite since this course is ordinarily taken by Ph.D. students in their first semester. The course is aimed for both students with little exposure to mathematics and those who have taken some courses but wish to gain a more solid foundation. NOTE: This course does not satisfy the Political Science Major/Concentration research methods requirement

POLS GU4702 METHODS OF INQUIRY ＆ RES DESIGN. 4.00 points.

This course will cover research methods and research design in political science. We will focus on concrete and practical issues of conducting research: picking a topic, generating hypotheses, case selection, measurement issues, designing and conducting experiments, interviews, field work, archival research, coding data and working with data sets, combining quantitative and qualitative methods, etc. The course is designed for several audiences, including: (1) PhD students in Political Science, (2) MAO students undertaking a major research project, and (3) advanced undergrads contemplating an honors thesis, or another major research project

POLS GU4710 PRINC OF QUANT POL RESEARCH 1. 4.00 points.

This course examines the basic methods of data analysis and statistics, through multivariate regression analysis, that political scientists use in quantitative research that attempts to make causal inferences about how the political world works. The same methods apply to other kinds of problems about cause and effect relationships more generally. The course will provide students with extensive experience in analyzing data and in writing (and thus reading) research papers about testable theories and hypotheses

POLS GU4712 PRINC OF QUANT POL RESEARCH 2. 4.00 points.

Prerequisites: POLS W4710 or the equivalent.
Prerequisites: POLS W4710 or the equivalent. This course will intensively examine some of the data analysis methods which deal with problems occurring in the use of multiple regression analysis. It will stress computer applications and cover, as needed, data coding and data processing. Emphasis will also be placed on research design and writing research reports. The course assumes that students are familiar with basic statistics, inference, and multiple regression analysis and have analyzed data using computer software (e.g., any standard statistical programs on micro-computers or larger machines -- Stata, “R”, SPSS, SAS, etc.). Students will be instructed on the use of the microcomputers and the R and Stata statistical software program(s) available as freeware (R) or in the CUIT computer labs (Stata; several campus locations) or through SIPA. The lectures and required discussion section will emphasize the use of “R.” Students may use whatever computer programs they prefer for all data analysis for the course. There may be an additional fee for classroom instructional materials

POLS GU4716 Data Science for Political Analytics. 3.00 points.

Prerequisites: (POLS GU4714) or
The digital revolution has created previously unimaginable opportunities to learn about political behavior and institutions. It has also created new challenges for analyzing the massive amounts of data that are now easily accessible. Open source software has reduced barriers and inequities in coding, but it also requires different kinds of effort to employ optimally the latest innovations. Harnessing the power of political data is more critical than ever, given the threats that misinformation and alternative “facts” present to democratic forms of government. This course will teach students both essential tools and general strategies of data science within the domain of politics. Whether students’ goals are to analyze political behavior for academic or professional purposes, successful analysis requires skills for handling a wide array of issues that stand in the way of creating knowledge and insights from data. This course prioritizes breadth over depth in the sense that we will introduce a broad range of topics relevant for data science to develop basic skills and form a foundation that students can build on. More complete mastery of these skills will require additional engagement beyond this course

POLS GU4724 QUANT METH 3 EXPERIMENTAL METH. 4.00 points.

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. Special attention will be devoted to field experiments, or randomized trials conducted in real-world settings. Prerequisites: Students should have taken at least one or two semesters of statistics. Some understanding of probability, hypothesis testing, and regression are assumed. Familiarity with statistical software such as R is helpful. We will be working with data in class throughout the term. The examples used in the textbook and lectures are written in R, and R tutorials will be taught in special sessions early in the term

POLS GU4732 RESEARCH TOPICS IN GAME THEORY. 4.00 points.

Prerequisites: POLS W4730 or the instructors 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

POLS GU4768 Experimental Research: Design, Analysis and Interpretation. 4 points.

Prerequisites: one or two semesters of statistics; basic understanding of probability, hypothesis testing, and regression are assumed. Basic familiarity with statistical software (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.

POLS GU4720 QUANT METH 1 APPL REG CAUS INF. 4.00 points.

Fitting and understanding linear regression and generalized linear models, simulation, causal inference, and the basics of design of quantitative studies. Computation in R. Textbook: Regression and Other Stories by Gelman, Hill, and Vehtari

POLS GU4722 QUANT METH 2 STAT THEO＆CAUS INF. 4.00 points.

This course is the second course in the graduate-level sequence on quantitative political methodology offered in the Department of Political Science. Students will learn (1) a framework and methodologies for making causal inferences from experimental and observational data, and (2) statistical theories essential for causal inference. Topics include randomized experiments, estimation under ignorability, instrumental variables, regression discontinuity, difference-indifferences, and causal inference with panel data. We also cover statistical theories, such as theories of ordinary least squares and maximum likelihood estimation, by connecting them to causal inference methods. This course builds on the materials covered in POLS 4700 and 4720 or theirequivalent (i.e., probability, statistics, linear regression, and logistic regression)

POLS GU4730 GAME THEORY ＆ POLIT THEORY. 4.00 points.

Prerequisites: POLS GU4700 or equivalent level of calculus.
Prerequisites: POLS GU4700 or equivalent level of calculus. Introduction to noncooperative game theory and its application to strategic situations in politics. Topics include solution concepts, asymmetric information, and incomplete information. Students should have taken POLS GU4700 or have equivalent background in calculus. Permission of instructor required

POLS UN3998 HONORS SEMINAR. 4.00 points.

Prerequisites: admission to the departmental honors program.
Prerequisites: admission to the departmental honors program. A two-term seminar for students writing the senior honors thesis

POLS UN3999 HONORS SEMINAR. 4.00 points.

Prerequisites: admission to the departmental honors program.

A two-term seminar for students writing the senior honors thesis.

POLS UN3901 INDEPENDENT RESEARCH I. 1.00-6.00 points.

POLS UN3902 INDEPENDENT RESEARCH II. 1.00-6.00 points.