The real world is perceived and broken down as data, models and algorithms in the eyes of physicists and engineers. Data is noisy by nature and classical statistical tools have so far been successful in dealing with relatively smaller levels of randomness. The recent emergence of Big Data and the required computing power to analyse them have rendered classical tools outdated and insufficient. Tools such as random matrix theory and the study of large sample covariance matrices can efficiently process these big data sets and help make sense of modern, deep learning algorithms. Presenting an introductory calculus course for random matrices, the book focusses on modern concepts in matrix theory, generalising the standard concept of probabilistic independence to non-commuting random variables. Concretely worked out examples and applications to financial engineering and portfolio construction make this unique book an essential tool for physicists, engineers, data analysts, and economists.

In this volume, Ian Watt examines the myths of Faust, Don Quixote, Don Juan and Robinson Crusoe, as the distinctive products of modern society. He traces the way the original versions of Faust, Don Quixote and Don Juan - all written within a forty-year period during the Counter Reformation - presented unflattering portrayals of the three figures, while the Romantic period two centuries later recreated them as admirable and even heroic. The twentieth century retained their prestige as mythical figures, but with a new note of criticism. Robinson Crusoe came much later than the other three, but his fate can be seen as representative of the new religious, economic and social attitudes which succeeded the Counter-Reformation. The four figures help to reveal problems of individualism in the modern period: solitude, narcissism, and the claims of the self versus the claims of society. They all pursue their own view of what they should be, raising strong questions about their heroes' character and the societies whose ideals they reflect.

International law was born from the impulse to 'civilize' late nineteenth-century attitudes towards race and society, argues Martti Koskenniemi in this extensive study of the rise and fall of modern international law. In a work of wide-ranging intellectual scope, now available for the first time in paperback, Koskenniemi traces the emergence of a liberal sensibility relating to international matters in the late nineteenth century, and its subsequent decline after the Second World War. He combines legal analysis, historical and political critique and semi-biographical studies of key figures (including Hans Kelsen, Hersch Lauterpacht, Carl Schmitt and Hans Morgenthau); he also considers the role of crucial institutions (the Institut de droit international, the League of Nations). His discussion of legal and political realism at American law schools ends in a critique of post-1960 'instrumentalism'. This book provides a unique reflection on the possibility of critical international law today.

H. R. Davies (1865-1950) was an English army officer and member of the British intelligence service. Between 1894 and 1900 he was asked by the British government to lead survey expeditions into the modern Chinese province of Yunnan to discover possible routes for a railway connecting British-occupied Burma with the upper Yangtze river and through to Sichuan. This book contains an account of his travels though Yunnan province, written as a travelogue and first published in 1909. The region had been little explored by westerners before Davies' expeditions, and this is the first detailed description of Yunnan from a European traveller. The society, diverse indigenous cultures, geography, economy and political situation of the province are described in detail, with an introductory three chapters on the political context of the expeditions, and on railway construction in south-east Asia in the late nineteenth century.

There is little doubt that increasing polarization over the last decade has transformed the American political landscape. In The Other Divide, Yanna Krupnikov and John Barry Ryan challenge the nature and extent of that polarization. They find that more than party, Americans are divided by involvement in politics. On one side is a group of Americans who are deeply involved in politics and very expressive about their political views; on the other side is a group much less involved in day-to-day political outcomes. While scholars and journalists have assumed that those who are most vocal about their political views are representative of America at large, they are in fact a relatively small group whose voices are amplified by the media. By considering the political differences between the deeply involved and the rest of the American public, Krupnikov and Ryan present a broader picture of the American electorate than the one that often appears in the news.

The Films of Federico Fellini examines the career of one of Italy's most renowned filmmakers through close analysis of five masterpieces that span his career: La Strada, La Dolce Vita, 8 1/2, Amarcord and Interview. Providing an overview of Fellini's early career as a cartoonist and scriptwriter for neorealist directors such as Roberto Rossellini, this study traces the development of Fellini's unique and personal cinematic vision as it transcends Italian neorealism. Rejecting an overtly ideological approach to Fellini's cinema, Bondanella emphasizes the director's interest in fantasy, the irrational and individualism.

Although much has been written on the intellectual achievements of the age of Newton, Boyle and Hooke, this book provided the first systematic assessment of the social relations of Restoration science when it was published in 1981. On the basis of a detailed analysis of the early history of the Royal Society, Professor Hunter examines the key issues concerning the role of science in late seventeenth-century England. The nature of the scientific community, the links between science and technology and science's political affiliations are all explored, while much light is cast on contemporary priorities in religion and learning through a reconsideration of attacks on science. At once wide-ranging and authoritative, this remains a work that no one concerned with science and its social integration in this formative period can afford to ignore.

Through innovative fieldwork and ethnographic writing, Hecht lays bare the received truths about the lives of Brazilian street children. This book changes the terms of the debate, asking not why there are so many homeless children in Brazil but why, given the oppressive alternative of home life in the shantytowns, there are in fact so few. Speaking in recorded sessions they called 'radio workshops', street children asked one another questions that even the most experienced researcher would be unlikely to pose. At the center of this study are the children who play, steal, sleep, dance and die in the streets of a Brazilian city. But all around them figure activists, politicians, researchers and a global crisis of childhood.

Ozu's Tokyo Story is generally regarded as one of the finest films ever made. Universal in its appeal, it is also considered to be 'particularly Japanese'. Exploring its universality and cultural specificity, this collection of specially commissioned essays demonstrates the multiple planes on which the film may be appreciated. The introduction outlines Ozu's career as both a contract director of a major studio and as a singular figure in Japanese film history, and also analyses the director's cinematic style, particularly his narrative strategies and spatial compositions. Other essays situate Ozu's cinema in its relationship to Hollywood film-making: his relationship to aspects of Japanese tradition, situating the film within artistic modes, religious systems and beliefs, and socio-cultural and familial formations. Also included is an analysis of how Ozu has been misunderstood in Western criticism.

English Grammar in Use Fourth edition is an updated version of the world's best-selling grammar title. It has a fresh, appealing new design and clear layout, with revised and updated examples, but retains all the key features of clarity and accessibility that have made the book popular with millions of learners and teachers around the world. This 'with answers' version is ideal for self-study. An online version, book without answers, and book with answers and CD-ROM are available separately.

Heritage has burgeoned over the past quarter of a century from a small elite preoccupation into a major popular crusade. Everything from Disneyland to the Holocaust Museum, from the Balkan wars to the Northern Irish Troubles, from Elvis memorabilia to the Elgin Marbles bears the marks of the cult of heritage. In this acclaimed book David Lowenthal explains the rise of this new obsession with the past and examines its power for both good and evil.