A Chronology of International Business Cycles Through Non-Parametric Decoding


Book Description

This paper introduces a new empirical strategy for the characterization of business cycles. It combines non-parametric decoding methods that classify a series into expansions and recessions but does not require specification of the underlying stochastic process generating the data. It then uses network analysis to combine the signals obtained from different economic indicators to generate a unique chronology. These methods generate a record of peak and trough dates comparable, and in one sense superior, to the NBER's own chronology. The methods are then applied to 22 OECD countries to obtain a global business cycle chronology.




Economic Cycles


Book Description

The ups and downs of booms and slumps, often referred to as business cycles, are features of all modern economies. This book considers business cycles over three epochs 1870-1913, 1919-1938 and the post-World War II period. It provides an analysis of the key macroeconomic questions relating to economic fluctuations. Why are the ups and down more volatile in some epochs than others? Why are some business cycle shocks more persistent in their effects? Is there an international business cycle? Can present business cycle features predict future patterns? What impact will institutional changes, such as EMU have on future fluctuations?




Business Cycles in the Run of History


Book Description

This book analyzes the development of economic cycles in the run of history. The focus is on the development of cycle theory, with maximum emphasis upon ideas. Chapter 1 delivers an overview of the debate about cycles before the 1970s. Chapter 2 completes this survey by presenting the main empirical investigations since that time. Finally, Chapters 3 and 4 illustrate the discourse, by presenting, in the tradition of Burns and Mitchell, original case studies on France, South Africa, and Germany.




Business Cycles


Book Description

Victor Zarnowitz has long been a leader in the study of business cycles, growth, inflation, and forecasting. These papers represent a carefully integrated and up-to-date study of business cycles, reexamining some of his earlier research as well as addressing recent developments in the literature and in history. In part one, Zarnowitz reviews with characteristic insight various theories of the business cycle, including Keynesian and monetary theories as well as more recent rational expectations and real business cycle theories. In doing so, he examines how the business cycle may have changed as the size of government, the exercise of fiscal and monetary policies, the openness of the economy to international forces, and the industrial structure have evolved over time. Emphasizing important research from the 1980s, Zarnowitz discusses in part two various measures of the trends and cycles in economic activity, including output, prices, inventories, investment in residential and nonresidential structures, equipment, and other economic variables. Here the author explores the duration and severity of U.S. business cycles over more than 150 years, and evaluates the ability of macro models to simulate past behavior of the economy. In part three the performance of leading, coincident, and lagging indicators is described and assessed and evidence is presented on the value of their composite measures. Finally, part four offers an analysis of the degree of success of large commercial forecasting firms and of many individual economists in predicting the course of inflation, real growth, unemployment, interest rates, and other key economic variables. Business Cycles is a timely study, certain tobecome a basic reference for professional forecasters and economists in government, academia, and the business community.




A Nonparametric Analysis of the International Business Cycle


Book Description

This paper examines the emergence of economic clubs and its coherence with the European commitments by analysing business cycle comovements in six industrialised economies, which are pooled into four different clusters. Starting from turning points chronologies, a binary measure of association for expansion and contraction regimes is used to perform a nonparametric analysis. This framework allows to address the relative groupwise dependency and not only the frequently studied pairwise correlations, under very few assumptions. Studying relative dependency is important in order to establish if and how much "europeanization" is a different phenomenon with respect to globalization. Data lead to conclude that an English-speaking club is emerging in the last decades, whereas explicit and formal commitments seem to have had a relatively weaker power in determining Euro-zone business cycles comovements. Since European commitments failed to pass the "English exam", some additional problem could arise should the UK adopt the Euro.




Business Cycles


Book Description

This volume presents the most complete collection available of the work of Victor Zarnowitz, a leader in the study of business cycles, growth, inflation, and forecasting.. With characteristic insight, Zarnowitz examines theories of the business cycle, including Keynesian and monetary theories and more recent rational expectation and real business cycle theories. He also measures trends and cycles in economic activity; evaluates the performance of leading indicators and their composite measures; surveys forecasting tools and performance of business and academic economists; discusses historical changes in the nature and sources of business cycles; and analyzes how successfully forecasting firms and economists predict such key economic variables as interest rates and inflation.




Macroeconomic Forecasting in the Era of Big Data


Book Description

This book surveys big data tools used in macroeconomic forecasting and addresses related econometric issues, including how to capture dynamic relationships among variables; how to select parsimonious models; how to deal with model uncertainty, instability, non-stationarity, and mixed frequency data; and how to evaluate forecasts, among others. Each chapter is self-contained with references, and provides solid background information, while also reviewing the latest advances in the field. Accordingly, the book offers a valuable resource for researchers, professional forecasters, and students of quantitative economics.




Economic Review


Book Description




Introduction to Information Retrieval


Book Description

Class-tested and coherent, this textbook teaches classical and web information retrieval, including web search and the related areas of text classification and text clustering from basic concepts. It gives an up-to-date treatment of all aspects of the design and implementation of systems for gathering, indexing, and searching documents; methods for evaluating systems; and an introduction to the use of machine learning methods on text collections. All the important ideas are explained using examples and figures, making it perfect for introductory courses in information retrieval for advanced undergraduates and graduate students in computer science. Based on feedback from extensive classroom experience, the book has been carefully structured in order to make teaching more natural and effective. Slides and additional exercises (with solutions for lecturers) are also available through the book's supporting website to help course instructors prepare their lectures.