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Time Series Models for Business and Economic Forecasting
With a new author team contributing decades of practical experience, this fully updated and thoroughly classroom-tested second edition textbook prepares students and practitioners to create effective forecasting models and master the techniques of time series analysis. Taking a practical and example-driven approach, this textbook summarises the most critical decisions, techniques and steps involved in creating forecasting models for business and economics. Students are led through the process with an entirely new set of carefully developed theoretical and practical exercises. Chapters examine the key features of economic time series, univariate time series analysis, trends, seasonality, aberrant observations, conditional heteroskedasticity and ARCH models, non-linearity and multivariate time series, making this a complete practical guide. Downloadable datasets are available online.
Handbook of High Frequency Trading
This comprehensive examination of high frequency trading looks beyond mathematical models, which are the subject of most HFT books, to the mechanics of the marketplace. In 25 chapters, researchers probe the intricate nature of high frequency market dynamics, market structure, back-office processes, and regulation. They look deeply into computing infrastructure, describing data sources, formats, and required processing rates as well as software architecture and current technologies. They also create contexts, explaining the historical rise of automated trading systems, corresponding technological advances in hardware and software, and the evolution of the trading landscape. Developed for students and professionals who want more than discussions on the econometrics of the modelling process, The Handbook of High Frequency Trading explains the entirety of this controversial trading strategy. - Answers all questions about high frequency trading without being limited to mathematical modelling - Illuminates market dynamics, processes, and regulations - Explains how high frequency trading evolved and predicts its future developments
Ethics in Econometrics
Econometricians make choices on data, models, and estimation routines. Using various examples, this book shows the consequences of choices.
Handbook of Research Methods and Applications in Macroeconomic Forecasting
Bringing together the recent advances and innovative methods in macroeconomic forecasting, this erudite Handbook outlines how to forecast, including following world events such as the Covid-19 pandemic and the global financial crisis. With contributions from global experts, chapters explore the use of machine-learning techniques, the value of social media data, and climate change forecasting. This title contains one or more Open Access chapters.
Handbook of Economics and Ethics
This volume pulls together a remarkable collection of contributors designed to challenge the positive-normative dichotomy in economic methodology. . . The intent of this publication is to provide a reference manual for those seeking insights into the connections between economics and ethics. It succeeds in that goal and should become a starting point for anyone who believes that mainstream economics needs methodological reorientation. . . Anyone interested in ethics and economic methodology would do well to have this reference book handy. Highly recommended. J. Halteman, Choice This new Handbook of Economics and Ethics makes a substantial contribution as a wide-ranging up-to-date reference w...
Dynamic Models for Volatility and Heavy Tails
The volatility of financial returns changes over time and, for the last thirty years, Generalized Autoregressive Conditional Heteroscedasticity (GARCH) models have provided the principal means of analyzing, modeling and monitoring such changes. Taking into account that financial returns typically exhibit heavy tails - that is, extreme values can occur from time to time - Andrew Harvey's new book shows how a small but radical change in the way GARCH models are formulated leads to a resolution of many of the theoretical problems inherent in the statistical theory. The approach can also be applied to other aspects of volatility. The more general class of Dynamic Conditional Score models extends to robust modeling of outliers in the levels of time series and to the treatment of time-varying relationships. The statistical theory draws on basic principles of maximum likelihood estimation and, by doing so, leads to an elegant and unified treatment of nonlinear time-series modeling.
The Cultures of Globalization
A pervasive force that evades easy analysis, globalization has come to represent the export and import of culture, the speed and intensity of which has increased to unprecedented levels in recent years. The Cultures of Globalization presents an international panel of intellectuals who consider the process of globalization as it concerns the transformation of the economic into the cultural and vice versa; the rise of consumer culture around the world; the production and cancellation of forms of subjectivity; and the challenges it presents to national identity, local culture, and traditional forms of everyday life. Discussing overlapping themes of transnational consequence, the contributors to...
Mainstreaming Climate Change in Development Cooperation
Climate change, development and development cooperation are, individually and jointly, three politically sensitive, complex issues, especially in the context of relations between developed and developing countries. This book tackles these issues by combining theoretical, political, and practical perspectives, analysing the dominant paradigms and exploring the meaning of the concept of mainstreaming. At the practical level, it presents the results of case studies focusing on assistance provided by the European Union and key member states and the climate needs articulated by developing countries. At the political level, it highlights the sensitivities between developed and developing countries and examines the mainstreaming debate in various fora. This book is valuable for policymakers, academics, politicians and non-state actors working in the fields of development studies, international law, politics, international relations, economics, climate change, and environmental studies.
Contingent Valuation
This major reference work the first of its kind provides a comprehensive and authoritative introduction to the large and growing literature on contingent valuation. It includes entries on over 7,500 contingent valuation papers and studies from over 130 countries covering both the published and grey literatures. This book provides an interpretive historical account of the development of contingent valuation, the most commonly used approach to placing a value on goods not normally sold in the marketplace. The major fields catalogued here include culture, the environment, and health application. This bibliography is an ideal starting point for researchers wanting to find other studies that have...
