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The use of case studies to build and test theories in political science and the other social sciences has increased in recent years. Many scholars have argued that the social sciences rely too heavily on quantitative research and formal models and have attempted to develop and refine rigorous methods for using case studies. This text presents a comprehensive analysis of research methods using case studies and examines the place of case studies in social science methodology. It argues that case studies, statistical methods, and formal models are complementary rather than competitive. The book explains how to design case study research that will produce results useful to policymakers and emphasizes the importance of developing policy-relevant theories. It offers three major contributions to case study methodology: an emphasis on the importance of within-case analysis, a detailed discussion of process tracing, and development of the concept of typological theories. Case Studies and Theory Development in the Social Sciences will be particularly useful to graduate students and scholars in social science methodology and the philosophy of science, as well as to those designing new research projects, and will contribute greatly to the broader debate about scientific methods.

A comprehensive and self-contained introduction to Gaussian processes, which provide a principled, practical, probabilistic approach to learning in kernel machines.Gaussian processes (GPs) provide a principled, practical, probabilistic approach to learning in kernel machines. GPs have received increased attention in the machine-learning community over the past decade, and this book provides a long-needed systematic and unified treatment of theoretical and practical aspects of GPs in machine learning. The treatment is comprehensive and self-contained, targeted at researchers and students in machine learning and applied statistics. The book deals with the supervised-learning problem for both regression and classification, and includes detailed algorithms. A wide variety of covariance (kernel) functions are presented and their properties discussed. Model selection is discussed both from a Bayesian and a classical perspective. Many connections to other well-known techniques from machine learning and statistics are discussed, including support-vector machines, neural networks, splines, regularization networks, relevance vector machines and others. Theoretical issues including learning curves and the PAC-Bayesian framework are treated, and several approximation methods for learning with large datasets are discussed. The book contains illustrative examples and exercises, and code and datasets are available on the Web. Appendixes provide mathematical background and a discussion of Gaussian Markov processes.

According to Rosalind Picard, if we want computers to be genuinely intelligent and to interact naturally with us, we must give computers the ability to recognize, understand, even to have and express emotions.

The Crisis of Parliamentary Democracy offers a powerful criticism of the inconsistencies of representative democracy.Described both as "the Hobbes of our age" and as "the philosophical godfather of Nazism," Carl Schmitt was a brilliant and controversial political theorist whose doctrine of political leadership and critique of liberal democratic ideals distinguish him as one of the most original contributors to modern political theory. The Crisis of Parliamentary Democracy offers a powerful criticism of the inconsistencies of representative democracy. First published in 1923, it has often been viewed as an attempt to destroy parliamentarism; in fact, it was Schmitt's attempt to defend the Weimar constitution. The introduction to this new translation places the book in proper historical context and provides a useful guide to several aspects of Weimar political culture. The Crisis of Parliamentary Democracy is included in the series Studies in Contemporary German Social Thought, edited by Thomas McCarthy.

The author's purpose is to set out as simply and vividly as possible the exact grammatical workings of an architectural language.Classical architecture is a visual "language" and like any other language has its own grammatical rules. Classical buildings as widely spaced in time as a Roman temple, an Italian Renaissance palace and a Regency house all show an awareness of these rules even if they vary them, break them or poetically contradict them. Sir Christopher Wren described them as the "Latin" of architecture and the analogy is almost exact. There is the difference, however, that whereas the learning of Latin is a slow and difficult business, the language of classical architecture is relatively simple. It is still, to a great extent, the mode of expression of our urban surroundings, since classical architecture was the common language of the western world till comparatively recent times. Anybody to whom architecture makes a strong appeal has probably already discovered something of its grammar for himself. In this book, the author's purpose is to set out as simply and vividly as possible the exact grammatical workings of this architectural language. He is less concerned with its development in Greece and Rome than with its expansion and use in the centuries since the Renaissance. He explains the vigorous discipline of "the orders" and the scope of "rustication"; the dramatic deviations of the Baroque and, in the last chapter, the relationship between the classical tradition and the "modern" architecture of today. The book is intended for anybody who cares for architecture but more specifically for students beginning a course in the history of architecture, to whom a guide to the classical rules will be an essential companion.

A classic examination of superb design through the centuries.Widely regarded as a classic in the field, Experiencing Architecture explores the history and promise of good design. Generously illustrated with historical examples of designing excellence—ranging from teacups, riding boots, and golf balls to the villas of Palladio and the fish-feeding pavilion of Beijing's Winter Palace—Rasmussen's accessible guide invites us to appreciate architecture not only as a profession, but as an art that shapes everyday experience.In the past, Rasmussen argues, architecture was not just an individual pursuit, but a community undertaking. Dwellings were built with a natural feeling for place, materials and use, resulting in "a remarkably suitable comeliness.” While we cannot return to a former age, Rasmussen notes, we can still design spaces that are beautiful and useful by seeking to understand architecture as an art form that must be experienced. An understanding of good design comes not only from one's professional experience of architecture as an abstract, individual pursuit, but also from one's shared, everyday experience of architecture in real time—its particular use of light, color, shape, scale, texture, rhythm and sound. Experiencing Architecture reminds us of what good architectural design has accomplished over time, what it can accomplish still, and why it is worth pursuing. Wide-ranging and approachable, it is for anyone who has ever wondered "what instrument the architect plays on.”

What determines the size and form of redistributive programs, the extent and type of public goods provision, the burden of taxation across alternative tax bases, the size of government deficits, and the stance of monetary policy during the course of business and electoral cycles? A large and rapidly growing literature in political economics attempts to answer these questions. But so far there is little consensus on the answers and disagreement on the appropriate mode of analysis.Combining the best of three separate traditions—the theory of macroeconomic policy, public choice, and rational choice in political science—Torsten Persson and Guido Tabellini suggest a unified approach to the field. As in modern macroeconomics, individual citizens behave rationally, their preferences over economic outcomes inducing preferences over policy. As in public choice, the delegation of policy decisions to elected representatives may give rise to agency problems between voters and politicians. And, as in rational choice, political institutions shape the procedures for setting policy and electing politicians. The authors outline a common method of analysis, establish several new results, and identify the main outstanding problems.

"A brilliant account of the politics of shit. It will leave you speechless."Written in Paris after the heady days of student revolt in May 1968 and before the devastation of the AIDS epidemic, History of Shit is emblematic of a wild and adventurous strain of 1970s' theoretical writing that attempted to marry theory, politics, sexuality, pleasure, experimentation, and humor. Radically redefining dialectical thought and post-Marxist politics, it takes an important—and irreverent—position alongside the works of such postmodern thinkers as Foucault, Deleuze, Guattari, and Lyotard. Laporte's eccentric style and ironic sensibility combine in an inquiry that is provocative, humorous, and intellectually exhilarating. Debunking all humanist mythology about the grandeur of civilization, History of Shit suggests instead that the management of human waste is crucial to our identities as modern individuals—including the organization of the city, the rise of the nation-state, the development of capitalism, and the mandate for clean and proper language. Far from rising above the muck, Laporte argues, we are thoroughly mired in it, particularly when we appear our most clean and hygienic. Laporte's style of writing is itself an attack on our desire for "clean language." Littered with lengthy quotations and obscure allusions, and adamantly refusing to follow a linear argument, History of Shit breaks the rules and challenges the conventions of "proper" academic discourse.

In a daring revisionist history of modern architecture, Mark Wigley opens up a new understanding of the historical avant-garde. He explores the most obvious, but least discussed, feature of modern architecture: white walls. Although the white wall exemplifies the stripping away of the decorative masquerade costumes worn by nineteenth-century buildings, Wigley argues that modern buildings are not naked. The white wall is itself a form of clothing—the newly athletic body of the building, like that of its occupants, wears a new kind of garment and these garments are meant to match. Not only did almost all modern architects literally design dresses, Wigley points out, their arguments for a modern architecture were taken from the logic of clothing reform. Architecture was understood as a form of dress design.Wigley follows the trajectory of this key subtext by closely reading the statements and designs of most of the protagonists, demonstrating that it renders modern architecture's relationship with the psychosexual economy of fashion much more ambiguous than the architects' endlessly repeated rejections of fashion would suggest. Indeed, Wigley asserts, the very intensity of these rejections is a symptom of how deeply they are embedded in the world of clothing. By drawing on arguments about the relationship between clothing and architecture first formulated in the middle of the nineteenth century, modern architects in fact presented a sophisticated theory of the surface, modernizing architecture by transforming the status of the surface.White Walls, Designer Dresses shows how this seemingly incidental clothing logic actually organizes the detailed design of the modern building, dictating a system of polychromy, understood as a multicolored outfit. The familiar image of modern architecture as white turns out to be the effect of a historiographical tradition that has worked hard to suppress the color of the surfaces of the buildings that it describes. Wigley analyzes this suppression in terms of the sexual logic that invariably accompanies discussions of clothing and color, recovering those sensuously colored surfaces and the extraordinary arguments about clothing that were used to defend them.