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A thorough grounding in Markov chains and martingales is essential in dealing with many problems in applied probability, and is a gateway to the more complex situations encountered in the study of stochastic processes. Exercises are a fundamental and valuable training tool that deepen students' understanding of theoretical principles and prepare them to tackle real problems.
This book provides a comprehensive introduction to the theory of stochastic calculus and some of its applications. It is the only textbook on the subject to include more than two hundred exercises with complete solutions. After explaining the basic elements of probability, the author introduces more advanced topics such as Brownian motion, martingales and Markov processes. The core of the book covers stochastic calculus, including stochastic differential equations, the relationship to partial differential equations, numerical methods and simulation, as well as applications of stochastic processes to finance. The final chapter provides detailed solutions to all exercises, in some cases presenting various solution techniques together with a discussion of advantages and drawbacks of the methods used. Stochastic Calculus will be particularly useful to advanced undergraduate and graduate students wishing to acquire a solid understanding of the subject through the theory and exercises. Including full mathematical statements and rigorous proofs, this book is completely self-contained and suitable for lecture courses as well as self-study.
This textbook offers a complete one-semester course in probability, covering the essential topics necessary for further study in the areas of probability and statistics. The book begins with a review of the fundamentals of measure theory and integration. Probability measures, random variables, and their laws are introduced next, along with the main analytic tools for their investigation, accompanied by some applications to statistics. Questions of convergence lead to classical results such as the law of large numbers and the central limit theorem with their applications also to statistical analysis and more. Conditioning is the next main topic, followed by a thorough introduction to discrete time martingales. Some attention is given to computer simulation. Through the text, over 150 exercises with full solutions not only reinforce the concepts presented, but also provide students with opportunities to develop their problem-solving skills, and make this textbook suitable for guided self-study. Based on years of teaching experience, the author's expertise will be evident in the clear presentation of material and the carefully chosen exercises. Assuming familiarity with measure and integration theory as well as elementary notions of probability, the book is specifically designed for teaching in parallel with a first course in measure theory. An invaluable resource for both instructors and students alike, it offers ideal preparation for further courses in statistics or probability, such as stochastic calculus, as covered in the author's book on the topic.
European media is experiencing a paradoxical form of growth: as media outlets surge and new technologies develop, major broadcasting companies are consolidating like never before. In "Broadcasters and Citizens in Europe," an esteemed group of contributors look at what this paradox might mean for the European community. Are broadcasting audiences better informed than they were twenty years ago? And how has the advent of the European Union changed media practices? This essential volume explores a new media world in the context of a continent in flux. "The book is a good source of information about institutional arrangements developed in European countries in the field of audio-visual policy. It gives an interesting and well-written account of how particular European countries and the European Union try to deal with different problems deriving from the ethical dilemma inscribed in the construction of media systems."--Magdalena Rek, "Journal of Contemporary European Studies""" "Communication scholars will benefit from the focus on research from across Europe along with the theoretical implications. For media policy-makers and members of civic organisations, the taxonomy of instruments will provide an overview for possible policy development. Finally, the clarity with which this book is written will help college students understand the field of media and social responsibility."-- Jarim Kim, "Media International Australia"""
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