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Asymptotic Theory of Statistics and Probability
This unique book delivers an encyclopedic treatment of classic as well as contemporary large sample theory, dealing with both statistical problems and probabilistic issues and tools. The book is unique in its detailed coverage of fundamental topics. It is written in an extremely lucid style, with an emphasis on the conceptual discussion of the importance of a problem and the impact and relevance of the theorems. There is no other book in large sample theory that matches this book in coverage, exercises and examples, bibliography, and lucid conceptual discussion of issues and theorems.
Probability for Statistics and Machine Learning
This book provides a versatile and lucid treatment of classic as well as modern probability theory, while integrating them with core topics in statistical theory and also some key tools in machine learning. It is written in an extremely accessible style, with elaborate motivating discussions and numerous worked out examples and exercises. The book has 20 chapters on a wide range of topics, 423 worked out examples, and 808 exercises. It is unique in its unification of probability and statistics, its coverage and its superb exercise sets, detailed bibliography, and in its substantive treatment of many topics of current importance. This book can be used as a text for a year long graduate course...
Rethinking Capitalist Development
In this book, Kalyan Sanyal reviews the traditional notion of capitalism and propounds an original theory of capitalist development in the post-colonial context. In order to substantiate his theory, concepts such as primitive accumulation, governmentality and post-colonial capitalist formation are discussed in detail. Analyzing critical questions from a third world perspective such as: Will the integration into the global capitalist network bring to the third world new economic opportunities? Will this capitalist network make the third world countries an easy prey for predatory multinational corporations? The end result is a discourse, drawing on Marx and Foucault, which envisages the post-colonial capitalist formation, albeit in an entirely different light, in the era of globalization.
Internet and Network Economics
This book constitutes the refereed proceedings of the Second International Workshop on Internet and Network Economics, WINE 2006, held in Patras, Greece in December 2006. It contains 32 papers that contain foundational and mathematical work for solving problems in internet technologies, grid computing, network communication protocols, as well as social economic issues in virtual communities enabled through the World Wide Web.
Reclaiming Development Studies Hb
The mission, relevance and intellectual orientation of development studies is increasingly challenged from various fronts such as decoloniality, 'global development' and randomized control trials. The essays featured in this collection together argue for the need of the field to reclaim its critical political economy tradition. Building on the contributions of Ashwani Saith, the contributions touch upon many of the central questions of development studies centred around structural change, labour and inequality.
Foundations of Data Science
Covers mathematical and algorithmic foundations of data science: machine learning, high-dimensional geometry, and analysis of large networks.
Gharanas of Indian Music
The book has detailed research and explanation about different Indian Classical Music Gharanas/Musical Lineages. The book will provide you information on Gharanas, their founders, unique style, origin and their music exponents.
Selected Works of Terry Speed
The purpose of this volume is to provide an overview of Terry Speed’s contributions to statistics and beyond. Each of the fifteen chapters concerns a particular area of research and consists of a commentary by a subject-matter expert and selection of representative papers. The chapters, organized more or less chronologically in terms of Terry’s career, encompass a wide variety of mathematical and statistical domains, along with their application to biology and medicine. Accordingly, earlier chapters tend to be more theoretical, covering some algebra and probability theory, while later chapters concern more recent work in genetics and genomics. The chapters also span continents and generations, as they present research done over four decades, while crisscrossing the globe. The commentaries provide insight into Terry’s contributions to a particular area of research, by summarizing his work and describing its historical and scientific context, motivation, and impact. In addition to shedding light on Terry’s scientific achievements, the commentaries reveal endearing aspects of his personality, such as his intellectual curiosity, energy, humor, and generosity.
Advances in Social Network Mining and Analysis
This year’s volume of Advances in Social Network Analysis contains the p- ceedings for the Second International Workshop on Social Network Analysis (SNAKDD 2008). The annual workshop co-locates with the ACM SIGKDD - ternational Conference on Knowledge Discovery and Data Mining (KDD). The second SNAKDD workshop was held with KDD 2008 and received more than 32 submissions on social network mining and analysis topics. We accepted 11 regular papers and 8 short papers. Seven of the papers are included in this volume. In recent years, social network research has advanced signi?cantly, thanks to the prevalence of the online social websites and instant messaging systems as well as the availability...
