The information age has brought greater interconnection across the world, and transformed the global marketplace. To remain competitive, business firms look for ways of improving their ability to gauge business and economic conditions around the world. At the same time, advances in technology have revolutionized the way we process information and prepare business and economic forecasts. Secondary data searches, data collection, data entry and analysis, graphical visualization, and reporting can all be accomplished with the help of computers that provide access to information not previously available. Forecasters should therefore learn the techniques and models involved, as applied in this new era.

Business Forecasting: A Practical Approach is intended as an applied text for students and practitioners of forecasting who have some background in economics and statistics. The presentation is conceptual in nature with emphasis on rationale, application, and interpretation of the most commonly used forecasting techniques. The goal of this book is to provide students and managers with an overview of a broad range of techniques and an understanding of the strengths and weaknesses of each approach. It is based on the assumption that forecasting skills are best developed and retained by starting with simple models, followed by repeated exposure to real world examples. The book makes extensive use of international examples to amplify concepts.

Tools and methods from complex systems science can have a considerable impact on the way in which the quantitative assessment of economic and financial issues is approached, as discussed in this thesis. First it is shown that the self-organization of financial markets is a crucial factor in the understanding of their dynamics. In fact, using an agent-based approach, it is argued that financial markets' stylized facts appear only in the self-organized state. Secondly, the thesis points out the potential of so-called big data science for financial market modeling, investigating how web-driven data can yield a picture of market activities: it has been found that web query volumes anticipate trade volumes. As a third achievement, the metrics developed here for country competitiveness and product complexity is groundbreaking in comparison to mainstream theories of economic growth and technological development. A key element in assessing the intangible variables determining the success of countries in the present globalized economy is represented by the diversification of the productive basket of countries. The comparison between the level of complexity of a country's productive system and economic indicators such as the GDP per capita discloses its hidden growth potential.

This volume is part of a blind refereed serial publication published on an annual basis. The objective of this research annual is to present studies in the application of forecasting methodologies to such areas as sales, marketing, and strategic decision making (an accurate, robust forecast is critical to effective decision making). It is the hope and direction of the research annual to become an applications- and practitioner-oriented publication. The topics include sales and marketing, forecasting, new product forecasting, judgementally-based forecasting, the application of surveys to forecasting, forecasting for strategic business decisions, improvements in forecasting accurate and sales response models.

'A dazzling history of the future – Hamish McRae has given us a tour de force' - Tim Harford _______________ A bold and illuminating vision of the future, from one of Europe’s foremost speakers on global trends in economics, business and society What will the world look like in 2050? How will complex forces of change – demography, the environment, finance, technology and ideas about governance – affect our global society? And how, with so many unknowns, should we think about the future? One of Europe’s foremost voices on global trends in economics, business and society, Hamish McRae takes us on an exhilarating journey through the next thirty years. Drawing on decades of research, and combining economic judgement with historical perspective, Hamish weighs up the opportunities and dangers we face, analysing the economic tectonic plates of the past and present in order to help us chart a map of the future. A bold and vital vision of our planet, The World in 2050 is an essential projection for anyone worried about what the future holds. For if we understand how our world is changing, we will be in a better position to secure our future in the decades to come.

This book has been written as a practical guide for finance markets professionals to explain US monetary policy and to make forecasts of future interest rate levels. Aimed at market players, familiar with US policy instruments, "Explaining and Forecasting the US Federal Funds Rate" will provide a means of making independent interest rate forecasts as well as explaining current rate levels.

While it is relatively easy to construct industrial development strategies and concessions to entice industrial clients, some incentives are not based on sound economic principles and may ultimately cost a local government more than the benefits derived from attracting the industry. Financing Economic Development in the 1980s provides a broad base of information on business trends, factors underlying location decisions, cost-effectiveness of public incentives, and the outlook for local government in declining areas, particularly the Midwest.

Economic Forecasting provides a comprehensive overview of macroeconomic forecasting. The focus is first on a wide range of theories as well as empirical methods: business cycle analysis, time series methods, macroeconomic models, medium and long-run projections, fiscal and financial forecasts, and sectoral forecasting.

Electricity Decentralization in the European Union: Towards Zero Carbon and Energy Transition, Second Edition examines progress in decentralization across the European Union, with each chapter focusing on developments and innovations in a specific country. Sections provide an overview of the current role and state of smart grids, the conceptualization of energy transition, and specific cases across all EU states. Across the chapters, regulatory frameworks are assessed to identify to what extent it is conducive to decentralization, with specific outcomes of decentralization covered in detail, including deployment of smart grids and meters, demand response, electric vehicles, and storage. The book highlights how specific EU member states are progressing towards deployment of these tools and technologies, along with the specific needs and regulatory barriers in each and recommendations for how regulation can be more encouraging. In addition, electricity interconnections in the EU are considered as a vital step towards decentralization in order to boost energy security and energy efficiency. Finally, the book includes a detailed examination of data protection concerns that arise from the advent of new technologies that collect personal information, such as smart grids, assessing current regulation on data protection and identifying areas for improvement, as well as innovative finance options for sustainable energy.

This eighth volume in the series covers a variety of topics in financial planning and forecasting, including: the change in earnings response coefficient around dividend omissions; estimating spin-off values; and, forbearance, deposit insurance, and the market value of savings and loan associations.

A comprehensive collection of the field's most provocative, influential new work Business Forecasting compiles some of the field's important and influential literature into a single, comprehensive reference for forecast modeling and process improvement. It is packed with provocative ideas from forecasting researchers and practitioners, on topics including accuracy metrics, benchmarking, modeling of problem data, and overcoming dysfunctional behaviors. Its coverage includes often-overlooked issues at the forefront of research, such as uncertainty, randomness, and forecastability, as well as emerging areas like data mining for forecasting. The articles present critical analysis of current practices and consideration of new ideas. With a mix of formal, rigorous pieces and brief introductory chapters, the book provides practitioners with a comprehensive examination of the current state of the business forecasting field. Forecasting performance is ultimately limited by the 'forecastability' of the data. Yet failing to recognize this, many organizations continue to squander resources pursuing unachievable levels of accuracy. This book provides a wealth of ideas for improving all aspects of the process, including the avoidance of wasted efforts that fail to improve (or even harm) forecast accuracy. * Analyzes the most prominent issues in business forecasting * Investigates emerging approaches and new methods of analysis * Combines forecasts to improve accuracy * Utilizes Forecast Value Added to identify process inefficiency The business environment is evolving, and forecasting methods must evolve alongside it. This compilation delivers an array of new tools and research that can enable more efficient processes and more accurate results. Business Forecasting provides an expert's-eye view of the field's latest developments to help you achieve your desired business outcomes.

The Oxford Handbook of the Economics of Networks represents the frontier of research into how and why networks form, how they influence behavior, how they help govern outcomes in an interactive world, and how they shape collective decision making, opinion formation, and diffusion dynamics. From a methodological perspective, the contributors to this volume devote attention to theory, field experiments, laboratory experiments, and econometrics. Theoretical work in network formation, games played on networks, repeated games, and the interaction between linking and behavior is synthesized. A number of chapters are devoted to studying social process mediated by networks. Topics here include opinion formation, diffusion of information and disease, and learning. There are also chapters devoted to financial contagion and systemic risk, motivated in part by the recent financial crises. Another section discusses communities, with applications including social trust, favor exchange, and social collateral; the importance of communities for migration patterns; and the role that networks and communities play in the labor market. A prominent role of networks, from an economic perspective, is that they mediate trade. Several chapters cover bilateral trade in networks, strategic intermediation, and the role of networks in international trade. Contributions discuss as well the role of networks for organizations. On the one hand, one chapter discusses the role of networks for the performance of organizations, while two other chapters discuss managing networks of consumers and pricing in the presence of network-based spillovers. Finally, the authors discuss the internet as a network with attention to the issue of net neutrality.

'Forecasting tourism demand' is a text that no tourism professional can afford to be without. The tourism industry has experienced an overwhelming boom over recent years, and being able to predict future trends as accurately as possible is vital in the struggle to stay one step ahead of the competition.
Building on the success of 'Practical Tourism Forecasting' this text looks at 13 methods of forecasting and with a user friendly style, 'Forecasting Tourism Demand' guides the reader through each method, highlighting its strengths and weaknesses and explaining how it can be applied to the tourism industry.
'Forecasting Tourism Demand' employs charts and tables to explain how to:
* plan a forecasting project
* analyse time series and other information
* select the appropriate forecasting model
* use the model for forecasting and evaluate its results
Ideal for marketing managers and strategic planners in business, transportation planners and economic policy makers in government who must project demand for their products among tourists. Executives who rely on forecasts prepared by others will find it invaluable in assisting them to evaluate the validity and reliability of predictions and forecasts. Those engaged in analysing business trends will find it useful in surveying the future of what has been called the largest industry in the world.
User-friendly guide to 13 methods of forecasting and selecting the one for you
Examples from lodging, destination, airline and international tourism sectors
Over 40 case studies illustrating the application of techniques described in the book

In this volume, economists discuss the long-run consequences of aging societies. Using theoretical economic models, long-term projections and simulations, and econometric analysis, answers to the following questions are given: What are the economic consequences for consumption patterns, the supply of labor, capital accumulation, productivity, and the international flow of capital? Where are the political consequences for pension systems, health care and immigration policy? And what changes in politics are needed to handle the issues of populations that age markedly?

Can we abolish global poverty? Should we do away with foreign aid? Is the United Nations redundant? Why should I bother? Can I help?Mike Edwards offers timely answers to issues that have been propelled to center stage. "Future Positive" is a comprehensive and authoritative rethink of an international system facing a period of unprecedented change. In a world of globalizing markets, eroding state sovereignty, expanding citizen action and uncertainty about fundamental truths, what is the best way to tackle problems of global poverty and violence?Michael Edwards charts a "third way" between heavy-handed intervention and complete laissez-faire. Covering an enormous amount of ground in clear, lively and non-technical terms, "Future Positive" explains how the international system operates, the pressures it faces, and the changes it must undergo, and offers concrete new ideas to re-frame international relations and foreign aid.

Every consumer in a modern economy is indirectly exposed to the work of a price reporting agency (PRA) each time they fill up their car, take a flight or switch on a light, and yet the general public is completely unaware of the existence of PRAs. Firms like Platts, Argus and ICIS, which are referenced every day by commodity traders and which influence billions of dollars of trade, are totally unfamiliar to consumers. The Price Reporters: A Guide to PRAs and Commodity Benchmarks brings the mysterious world of price reporting out of the shadows for the first time, providing a comprehensive guide to the agencies that set the world's commodity prices. This book explains the importance of PRAs to the global commodities industry, highlighting why PRAs affect every consumer around the world. It introduces the individual PRAs, their history and the current state of play in the industry, and also presents the challenges that the PRA industry is facing now and in the future, in particular how regulation might impact on the PRAs, their relationships with commodity exchanges, and their likely direction. This is the first-ever guide to PRAs and is destined to become the standard reference work for anyone with an interest in commodity prices and the firms that set them.

In this issue, there are thirteen high-quality and interesting papers to deal with the issue of Financial Analysis, Planning and Forecasting. Out of these thirteen papers, we can classify them into two major groups i.e. (a) Risk Analysis and (b) Financial Evaluation Models. The Risk Analysis group includes five papers as follows:
Time-varying accounting betas and risk estimation for thinly traded stocks: Finnish evidence.
Additional evidence on managerial ownership and risk taking behavior in banking industry.
A DSS approach to managing the risks of online trading.
Estimating exchange rate exposure of U.S. MNC's operating in South America.
Analyzing the risks inherent in the Proctor and Gamble-Bankers trust levered swap contract.

The financial evaluation models group consists of seven papers as follows:
Contextual accrual and cash flow based valuation models: impact of multinationality and corporate reputation.
Predicting changes in cash flow.
Valuing repurchasing corporations with the discounted dividend model: theory and application.
The role of taxes in the composition of the firm's retirement plans.
The valuation of the multinationality of U.S. multinational firms.
Cross-classification models: comparative empirical findings.
An extension of break-even analysis for financial planning.

In addition to these two groups there is a paper using survey approach to banking operations entitled Organizational Features, Operating Procedures, and Overdue Loans: empirical findings from a Commercial Bank's opinion survey in Taiwan.In summary, this issue is useful for readers who are interested in risk analysis and alternative financialevaluation models. In addition to these two groups there is a paper using survey approach to banking operations entitled Organizational Features, Operating Procedures, and Overdue Loans: empirical findings from a Commercial Bank's opinion survey in Taiwan.

Readers will find, in this highly relevant and groundbreaking book, research ranging from applications in financial markets and business administration to various economics problems. Not only are empirical studies utilizing various CI algorithms presented, but so also are theoretical models based on computational methods. In addition to direct applications of computational intelligence, readers can also observe how these methods are combined with conventional analytical methods such as statistical and econometric models to yield preferred results.

Part of a series which focuses on advances in futures and options research, this volume discusses a variety of topics in the field.

Models derived from the Real Business Cycle perspective have recently taken a major place in business cycle research. The papers in this present volume bring three contributions to this research programme: A critical evaluation of the canonical RBC models, new elements of empirical relevance, based on comparative calibration and testing, and new specifications, at the frontier of business cycle research, coping with non walrasian features, contracts and nominal rigidities, unemployment and growth.

Ageing populations are a major consideration for socio-economic development in the early twenty-first century. This demographic change is mainly seen as a threat rather than as an opportunity to improve the quality of human life, especially in Europe, where ageing has resulted in a reduction in economic competitiveness. Economic Foundations for Creative Ageing Policy mixes the silver economy, the creative economy, and the social economy to construct positive solutions for an ageing population. Klimczuk covers theoretical analyses and case study descriptions of good practices to suggest strategies that could be internationally popularized.

Part of a series which focuses on advances in futures and options research, this volume discusses a variety of topics in the field.

There are ten papers in this volume. They are:

1. An Empirical Examination of The Intraday Return Volatility Process.
This paper presents a comprehensive analysis of the distributional and time-series properties of intraday returns. The purpose is to determine whether a GARCH model that allows for time variance in a process can adequately represent intraday return volatility.
2. The Valuation of New Product Introduction Under Uncertain Competition: A Real Option Approach.
This paper investigates how a stochastic competition process in a two-factor real option model could affect the value of future product development opportunities. Our results also indicate that product development opportunities are more valuable: (1) in a more volatile environment; (2) when the window of opportunities is longer; and (3) when the competitive intensity is lower.
3. Earnings, Dividends, and Equity Value of Multinational Firms.
This paper develops and tests a valuation model, whose main prediction is that equity value is a function of earnings, dividends and book value, where the function depends on the relative level of multinationality.
4. Benford's Law and Its Application in Financial Fraud Detection.
This paper has discussed Benford's law, which explains that the leading (first or leftmost) digit in a series of natural numbers is not evenly distributed among the digits 1 to 9. The main purpose of this study actually seeks to explore a new methodological approach to datamining that can be of some real practical value; especially to the auditors and forensic accountants in detecting financial frauds.
5. Estimation of the Degree of Integration in the U.S. MaturityRates Using Semiparametric Techniques.
This paper examines the order of integration of several U.S. Treasury maturity rates by means of using semiparametric techniques. The results show that the order of integration of the one and three year maturity rates is strictly above 1. It oscillates around one in case of the five-year rate, and the values are strictly below 1 (and thus showing mean reversion), for the seven and ten-year rates.
6. On Country-Fund Price Behavior-An Empirical Analysis of Cointegrating Factors.
This paper provides empirical evidence on the price behavior of closed-end country funds. Using the data from 47 closed-end single-country funds, we examine three Cointegrating factors to describe the long-run behavior of country-fund share prices. They are: the net asset value (NAV), foreign stock-market indexes, and the U.S. stock market index.
7. Strategic Capital Budgeting: the Abandonment Option with Political Risk.
This paper investigates the strategic role of political risk and timing in the capital budgeting process that includes both investment and disinvestments. The model developed in the paper highlights the role of the probability of an investment ending political event in the capital budgeting process.
8. Time Series Model Complexity and Firm Valuation: the Case of AR1 Firms Versus Non-AR1 Firms.
This study examines the effect of the complexity of quarterly earnings generating time series models on firm valuation. The examination is limited to the comparison between AR1 firms and non-AR1 firms, and the evaluations are based on the levels approach. Results consistently show that the association between quarterly stock prices andquarterly earnings is higher for AR1 firms than that for non-AR1 firms. The effect of firm size is also investigated.
9. Debt Covenant Violation and the Value Relevance of Accounting Information.
This study documents that investors exercise their liquidation option on firms facing less severe financial distress than bankruptcy filings. This study finds that the valuation shift from earnings to book value of equity in the violation manifestation period is reversed in the post-violation recovery period. This suggests that the valuation distortion in the pre-violation period is temporary rather than permanent.
10. What's Next: Merger in the Lebanese Banking Sector.
This paper studies banking preference and behavior of Lebanese people. If small banks are to survive, the findings of the study reaffirm the importance of vertically merging banks in Lebanon. The reliance on digital technology is increasing every day. To deepen the problem, small Lebanese banks are finding themselves in a digital environment that affects their ability to compete in a fierce environment.

7 RZB Niederosterreich Wien, Osterreichische Lotterien, RLB Steiermark, Oester- reichische Nationalbank, Bundesarbeitskammer, and Wirtschaftskammer Osterreich. We thank lise Schulz and Marianne Uitz for editing this volume. REFERENCES Aiginger, K. , The New European Model of the Refonned Welfare State, Stanford University, European Forum Working Paper 2002, (2). Gordon, R. I. , Two Centuries of Economic Growth: Europe Chasing the American Frontier, Paper prepared for the Economic History Workshop, Northwestern University, Chicago, 2002. JOSEPH E. STIGLITZ ECONOMIC POLICY FOR THE 21 ST CENTURY The subject of this lecture is economic policy issues for the 21 st century. This is obviously a very ambitious title and I will only be able to talk on a few selected topics. I th was very pleased with the invitation to come and address this 75 anniversary. First because of the importance that I associate to institutions like the WIFO as part of the democratic processes by which economic policy decisions get made - that is one of the themes that I am going to come back to. Second, of course, because the fact that the WIFO was founded by von Hayek and von Mises makes it a very interesting institution for any economist. The events of the last 75 years could hardly have been anticipated by either von Mises or von Hayek in the 1920s when the institution was founded. Nor I am not sure that they would have anticipated the way the economic science has changed.

Reducing greenhouse gases and increasing the use of renewable energy continue to be critical goals for the power industry and electrical engineers to promote energy cost reductions. Engineers and researchers must keep up to date with the evolution of the power system sector, new energy regulations, and how different pricing techniques apply in today's market. Electricity Cost Modeling Calculations, Second Edition delivers an updated view on pricing models, regulation, technology and the role renewable energy is starting to take in electricity. Starting with fundamental concepts relating to market structure, an increase in international regulations is added to expand the engineer's knowledge. Cubic cost modeling and new modeling cases are included along with updated literature reviews for deeper research. The reference then extends into more advanced quantitative methods such as updated rate designs, and a new chapter is included on the marginal cost pricing of electricity in the United States with applications to reduce greenhouse gas emissions, making the reference relevant for today's power markets. This book provides engineers with a practical guide on the latest techniques in electricity pricing and applications for today's markets.