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Simulation-based Inference in Econometrics
This substantial volume has two principal objectives. First it provides an overview of the statistical foundations of Simulation-based inference. This includes the summary and synthesis of the many concepts and results extant in the theoretical literature, the different classes of problems and estimators, the asymptotic properties of these estimators, as well as descriptions of the different simulators in use. Second, the volume provides empirical and operational examples of SBI methods. Often what is missing, even in existing applied papers, are operational issues. Which simulator works best for which problem and why? This volume will explicitly address the important numerical and computational issues in SBI which are not covered comprehensively in the existing literature. Examples of such issues are: comparisons with existing tractable methods, number of replications needed for robust results, choice of instruments, simulation noise and bias as well as efficiency loss in practice.
Recent Financial Crises
Financial crises are recurring phenomena that can cause significant economic and societal loss. This book is therefore vitally important as it analyzes why and how financial crises occur, the extent of their impact, and what can be done to prevent their recurrence or reduce the damage they cause. Comprising original and never-before-published papers by distinguished economists, this book offers insights about lessons that were or should have been learned from recent outbreaks of such crises in East Asia and elsewhere. Recent Financial Crises also presents a set of econometric studies of issues such as labor market behavior, investment and productivity, and exchange rate adjustments. Although...
Nonlinear Filters
Nonlinear and nonnormal filters are introduced and developed. Traditional nonlinear filters such as the extended Kalman filter and the Gaussian sum filter give biased filtering estimates, and therefore several nonlinear and nonnormal filters have been derived from the underlying probability density functions. The density-based nonlinear filters introduced in this book utilize numerical integration, Monte-Carlo integration with importance sampling or rejection sampling and the obtained filtering estimates are asymptotically unbiased and efficient. By Monte-Carlo simulation studies, all the nonlinear filters are compared. Finally, as an empirical application, consumption functions based on the rational expectation model are estimated for the nonlinear filters, where US, UK and Japan economies are compared.
Economics in Theory and Practice: An Eclectic Approach
Lawrence Klein, University of Pennsylvania Jaime Marquez, Federal Reserve BoarrI* All examination of the economics literature over the last twenty years reveals a marked tendency towards polarisation. On the one hand, there has been a propensity to develop theoretical models which have little connection with either empirical verification or problems requiring immediate attention. On the other iland, empirical analyses are generally typified by testing for its own sake, with limited examination of the implications of the results. As a result, the number of papers confronting theory with facts towards the solution of economic problems has been on the decline for years. To fill this growing gap...
Econometric Forecasting and High-frequency Data Analysis
This important book consists of surveys of high-frequency financial data analysis and econometric forecasting, written by pioneers in these areas including Nobel laureate Lawrence Klein. Some of the chapters were presented as tutorials to an audience in the Econometric Forecasting and High-Frequency Data Analysis Workshop at the Institute for Mathematical Science, National University of Singapore in May 2006. They will be of interest to researchers working in macroeconometrics as well as financial econometrics. Moreover, readers will find these chapters useful as a guide to the literature as well as suggestions for future research. Sample Chapter(s). Foreword (32 KB). Chapter 1: Forecast Uncertainty, Its Representation and Evaluation* (97 KB). Contents: Forecasting Uncertainty, Its Representation and Evaluation (K F Wallis); The University of Pennsylvania Models for High-Frequency Macroeconomic Modeling (L R Klein & S Ozmucur); Forecasting Seasonal Time Series (P H Franses); Car and Affine Processes (C Gourieroux); Multivariate Time Series Analysis and Forecasting (M Deistler). Readership: Professionals and researchers in econometric forecasting and financial data analysis.
The Economic Consequences of Demographic Change in East Asia
Recent studies show that almost all industrial countries have experienced dramatic decreases in both fertility and mortality rates. This situation has led to aging societies with economies that suffer from both a decline in the working population and a rise in fiscal deficits linked to increased government spending. East Asia exemplifies these trends, and this volume offers an in-depth look at how long-term demographic transitions have taken shape there and how they have affected the economy in the region. The Economic Consequences of Demographic Change in East Asia assembles a group of experts to explore such topics as comparative demographic change, population aging, the rising cost of health care, and specific policy concerns in individual countries. The volume provides an overview of economic growth in East Asia as well as more specific studies on Japan, Korea, China, and Hong Kong. Offering important insights into the causes and consequences of this transition, this book will benefit students, researchers, and policy makers focused on East Asia as well as anyone concerned with similar trends elsewhere in the world.
Financial Sector Development in the Pacific Rim
The reform in Asian financial sectors—especially in banking and stock markets—has been remarkable since the currency crisis of 1997–98. East Asia is now a major player in international finance, providing serious competition to the more traditional financial centers of London and New York. Financial Sector Development in the Pacific Rim provides a rich collection of theoretical and empirical analyses of the growing capital markets in the region. Bringing together authors from various East Asian and Pacific nations, this volume examines the institutional factors influencing financial innovation, the consequences of financial development, widespread consolidation occurring through mergers and acquisitions, and the implementation of policy reform. Financial Sector Development in the Pacific Rim offers the comparative analysis necessary to answer broad questions about economic development and the future of Asia.
Fiscal Policy and Management in East Asia
Managing fiscal policy—the revenues and spending of an individual nation—is among the most challenging tasks facing governments. Wealthy countries are constrained by complex regulation and taxation policies, while developing nations often face high inflation and trade taxes. In this volume, esteemed economists Takatoshi Ito and Andrew K. Rose, along with other leading experts, examine the problems and challenges facing public finance in East Asian developing countries as well as the United States and Japan. Fiscal Policy and Management in East Asia explores the inefficient tax systems of many developing countries, the relationship between public and private sector economic behavior, and the pressing issue of future obligations that governments have undertaken to provide pensions and health care for their citizens. Featuring both overviews and analyses of the countries discussed, this book will be of value to economists and policymakers seeking to understand fiscal policy in a global context.
Business Cycles
This is the most sophisticated and up-to-date econometric analysis of business cycles now available. Francis Diebold and Glenn Rudebusch have long been acknowledged as leading experts on business cycles. And here they present a highly integrative collection of their most important essays on the subject, along with a detailed introduction that draws together the book's principal themes and findings. Diebold and Rudebusch use the latest quantitative methods to address five principal questions about the measurement, modeling, and forecasting of business cycles. They ask whether business cycles have become more moderate in the postwar period, concluding that recessions have, in fact, been shorte...
