Nonlinear Time Series Analysis of Economic and Financial Data


Book Description

Nonlinear Time Series Analysis of Economic and Financial Data provides an examination of the flourishing interest that has developed in this area over the past decade. The constant theme throughout this work is that standard linear time series tools leave unexamined and unexploited economically significant features in frequently used data sets. The book comprises original contributions written by specialists in the field, and offers a combination of both applied and methodological papers. It will be useful to both seasoned veterans of nonlinear time series analysis and those searching for an informative panoramic look at front-line developments in the area.




Research in Finance


Book Description

Deals with the theme of Recovering from Financial Crisis. This book offers insight into: the surge in going-private transactions; hedge fund failures; the controversial aspects of private equity arrangements; why commodity producers (such as oil companies) choose not to hedge; and, trends in IPO activity.




Human Interface and the Management of Information: Applications in Complex Technological Environments


Book Description

This two-volume set LNCS 13305 - 13306 constitutes the thoroughly refereed proceedings of the thematic area Human Interface and the Management of Information, HIMI 2022, which was held as part of HCI International 2022 and took place virtually during June 26-July 1, 2022. The total of 1271 papers and 275 poster papers included in the 39 HCII 2022 proceedings volumes was carefully reviewed and selected from 5487 submissions. The papers included in the HCII-HIMI volume set were organized in topical sections as follows: Part I: Human-centered design approaches; information design and quality; visual design; visualization and big data; Information, cognition and learning. Part II: Recommender systems; robots and avatars appearance and embodiment; information in virtual and augmented reality; information in complex technological environments.




Artificial Intelligence Trends in Systems


Book Description

This book covers themes related to artificial intelligence in systems and networks application. Selected papers explore modern neural networks application, optimization and hybrid and bio-inspired algorithms are covered too. The refereed proceedings of the Artificial Intelligence Trends in Systems part of the 11th Computer Science On-line Conference 2022 (CSOC 2022), conducted online in April 2022, are included in this volume.




Economic Growth: Theory and Practice


Book Description

Although the subject of economic growth is tried to be expressed mathematically, the contribution of growth to social and cultural life is indisputable. Since economic growth has become the focal point of countries, many studies have been carried out on this issue. In this sense, we are pleased to bring this book which we believe will contribute to the literature to our esteemed readers. Hope to be useful...




Financial Market Regulations and Legal Challenges in South Asia


Book Description

South Asia has experienced a long period of robust economic growth. While many regulatory policies have helped usher in this prosperous growth, some markets have plateaued due to hardships such as the decline in foreign remittance and international credit lines, and a contraction of exports. To continue to grow, the nations in this region must begin to integrate into the globalized world economy. Financial Market Regulations and Legal Challenges in South Asia addresses the difficulties and challenges of the regulatory environment in South Asia. This research-based publication outlines the apparent issues and resolutions as these developing nations transition into global economic players. This book is an excellent resource for policy makers, researchers and students in the financial field, government officials, bankers, and financial market regulators.




Machine Learning for Factor Investing


Book Description

a detailed presentation of the key machine learning tools use in finance a large scale coding tutorial with easily reproducible examples realistic applications on a large publicly available dataset all the key ingredients to perform a full portfolio backtest




Growth Theory, Nonlinear Dynamics, and Economic Modelling


Book Description

'Buz Brock's contribution to economic theory in general and economic dynamics in particular are characterized by an unmatched richness of ideas and by deep theoretical, empirical as well as computational analysis. Brock's contribution to economic dynamics range from one extreme of the field, global stability of stochastic optimal growth models, to another extreme, market instability and nonlinearity in economic and financial modelling and data analysis. But his work also includes environmental and economic policy issues and, more recently, the modelling of markets as complex adaptive systems. This collection of essays reflects Brock's richness of ideas that have motivated economists for more than three decades already and will continue to influence many economists for the next decades to come.' - Cars H. Hommes, University of Amsterdam, The Netherlands 'Buz Brock has been, from the beginning of his career, one of the most original thinkers in dynamic economics. His early work showed that growth with random elements could be studied effectively and above all posed exactly the right questions. His more recent work has brought complexity theory to the fore and shown its implications for financial and other markets. In the process, he has both introduced and used econometric tools to show the relevance of his work to empirically observed phenomena. It is very useful to have his work in collected form.' - Kenneth J. Arrow, Stanford University, US This outstanding collection of William Brock's essays illustrates the power of dynamic modelling to shed light on the forces for stability and instability in economic systems. The articles selected reflect his best work and are indicative both of the type of policy problem that he finds challenging and the complex methodology that he uses to solve them. Also included is an introduction by Brock to his own work, which helps tie together the main aspects of his research to date.




Quantitative and Empirical Analysis of Energy Markets


Book Description

Bringing together leading-edge research and innovative energy markets econometrics, this book collects the authorOCOs most important recent contributions in energy economics. In particular, the book: . OCo applies recent advances in the field of applied econometrics to investigate a number of issues regarding energy markets, including the theory of storage and the efficient markets hypothesis. OCo presents the basic stylized facts on energy price movements using correlation analysis, causality tests, integration theory, cointegration theory, as well as recently developed procedures for testing for shared and codependent cycles. OCo uses recent advances in the financial econometrics literature to model time-varying returns and volatility in energy prices and to test for causal relationships between energy prices and their volatilities. OCo explores the functioning of electricity markets and applies conventional models of time series analysis to investigate a number of issues regarding wholesale power prices in the western North American markets. OCo applies tools from statistics and dynamical systems theory to test for nonlinear dynamics and deterministic chaos in a number of North American hydrocarbon markets (those of ethane, propane, normal butane, iso-butane, naptha, crude oil, and natural gas)."