A concise treatment of modern econometrics and statistics, including underlying ideas from linear algebra, probability theory, and computer programming. This book offers a cogent and concise treatment of econometric theory and methods along with the underlying ideas from statistics, probability theory, and linear algebra. It emphasizes foundations and general principles, but also features many solved exercises, worked examples, and code listings. After mastering the material presented, readers will be ready to take on more advanced work in different areas of quantitative economics and to understand papers from the econometrics literature. The book can be used in graduate-level courses on foundational aspects of econometrics or on fundamental statistical principles. It will also be a valuable reference for independent study. One distinctive aspect of the text is its integration of traditional topics from statistics and econometrics with modern ideas from data science and machine learning; readers will encounter ideas that are driving the current development of statistics and increasingly filtering into econometric methodology. The text treats programming not only as a way to work with data but also as a technique for building intuition via simulation. Many proofs are followed by a simulation that shows the theory in action. As a primer, the book offers readers an entry point into the field, allowing them to see econometrics as a whole rather than as a profusion of apparently unrelated ideas.

A unique illustrated exploration of the development of finance that combines data from every part of the world and covers five thousand years of history “The book is a lot of fun. Data-fixated readers will enjoy unpicking its main content: a series of elegantly produced maps, graphs and other visualisations. These are eclectic in scope and ambitious in intent.”—Jonathan Guthrie, Financial Times From the emergence of money in the ancient world to today’s interconnected landscape of high-frequency trading and cryptocurrency, the story of finance has always taken place on an international stage. Finance is one of the most globalized and networked of human activities, and one of the most important social technologies ever invented. This volume, the first visually based book dedicated to finance, uses graphics and maps to bring the complex and abstract world of finance down to earth, showing how geography is fundamental for understanding finance, and vice versa. It illuminates the people—including Adam Smith, Karl Marx, and John Maynard Keynes—who have shaped our thinking about global finance; brings to life the ways that place-specific histories, laws, regulations, and institutions influence finance; shows how finance relates to innovation, globalization, and environmental change; and details how finance plays a key part in drawing the landscape of uneven development, inequality, and instability. The Atlas of Finance, with word and image, will change the way you view both your money and your world.

"Make Economics Matter. A part of the most successful introductory economics series in the last twenty years, Essentials of Economics features inclusive, relatable examples, consistent problem-solving pedagogy, and innovative teaching support. For the Second Edition, the text has a new example driven approach to teaching what economists do, answers the "life" and personal finance questions on students' minds, and now provides a complete set of digital learning tools including Inquizitive and Smartwork"--

Selected from the books Sapiens and Homo Deus by Yuval Noah Harari. How did money come to be invented? Why does it now have such significance in our lives? Does it make us happier or unhappier? And what does the future hold for it? With brilliant clarity and insight, Yuval Noah Harari takes the reader on a journey from the very first coins through to 21st century economics and shows us how we are all on the brink of a revolution, whether we like it or not.

The Economics of Banking (Fourth Edition) examines trends and operations in banking within a microeconomic framework. Covering a range of topics, including global trends in banking, theories of the banking firm, economics analysis of bank behaviour, and much more, this book addresses the need for a user-friendly and mathematically accessible textbook in this subject area. Each successful edition has expanded on new and emerging developments in global banking. This fourth edition explores the challenge of fintech and non-bank financing to the banking market. It examines the implications of the digitisation of the means of payment on the banking system, and the emergence of the digital bank. It also addresses recent developments in shadow banking (both globally and with a specific focus on China), P2P, Islamic banks and challenger banks. The section on credit rationing and credit pricing has been expanded to include additional material on the geography of credit allocation and spatial rationing. China features strongly in the updated material on bank efficiency and competition. Bank regulation has also been updated to examine the recent changes in global bank regulation and particularly the application of Basel III standards to China and other Asian economies. The Economics of Banking provides a sound theoretical basis for understanding bank behaviour, while requiring only a basic knowledge of microeconomics. The book is aimed at final year undergraduates undertaking a Banking & Finance degree, and to MBA and specialised PG degrees in Finance that include a Banking option.