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Testing The Response Of Consumption To Income Changes With Noisy Panel Data
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Book Synopsis The Econometrics of Panel Data by : László Mátyás
Download or read book The Econometrics of Panel Data written by László Mátyás and published by Springer Science & Business Media. This book was released on 2013-12-01 with total page 944 pages. Available in PDF, EPUB and Kindle. Book excerpt: The aim of this volume is to provide a general overview of the econometrics of panel data, both from a theoretical and from an applied viewpoint. Since the pioneering papers by Edwin Kuh (1959), Yair Mundlak (1961), Irving Hoch (1962), and Pietro Balestra and Marc Nerlove (1966), the pooling of cross sections and time series data has become an increasingly popular way of quantifying economic relationships. Each series provides information lacking in the other, so a combination of both leads to more accurate and reliable results than would be achievable by one type of series alone. Over the last 30 years much work has been done: investigation of the properties of the applied estimators and test statistics, analysis of dynamic models and the effects of eventual measurement errors, etc. These are just some of the problems addressed by this work. In addition, some specific diffi culties associated with the use of panel data, such as attrition, heterogeneity, selectivity bias, pseudo panels etc., have also been explored. The first objective of this book, which takes up Parts I and II, is to give as complete and up-to-date a presentation of these theoretical developments as possible. Part I is concerned with classical linear models and their extensions; Part II deals with nonlinear models and related issues: logit and pro bit models, latent variable models, duration and count data models, incomplete panels and selectivity bias, point processes, and simulation techniques.
Book Synopsis Econometric Analysis of Panel Data by : Badi Baltagi
Download or read book Econometric Analysis of Panel Data written by Badi Baltagi and published by John Wiley & Sons. This book was released on 2008-06-30 with total page 239 pages. Available in PDF, EPUB and Kindle. Book excerpt: Written by one of the world's leading researchers and writers in the field, Econometric Analysis of Panel Data has become established as the leading textbook for postgraduate courses in panel data. This new edition reflects the rapid developments in the field covering the vast research that has been conducted on panel data since its initial publication. Featuring the most recent empirical examples from panel data literature, data sets are also provided as well as the programs to implement the estimation and testing procedures described in the book. These programs will be made available via an accompanying website which will also contain solutions to end of chapter exercises that will appear in the book. The text has been fully updated with new material on dynamic panel data models and recent results on non-linear panel models and in particular work on limited dependent variables panel data models.
Book Synopsis Understanding Consumption by : Angus Deaton
Download or read book Understanding Consumption written by Angus Deaton and published by Oxford University Press. This book was released on 1992 with total page 260 pages. Available in PDF, EPUB and Kindle. Book excerpt: An overview of the saving and consumption patterns of households
Author :International Monetary Fund. Research Dept. Publisher :International Monetary Fund ISBN 13 :1451930968 Total Pages :204 pages Book Rating :4.4/5 (519 download)
Book Synopsis IMF Staff papers by : International Monetary Fund. Research Dept.
Download or read book IMF Staff papers written by International Monetary Fund. Research Dept. and published by International Monetary Fund. This book was released on 1997-01-01 with total page 204 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper deals with liberalization and the evolution of output during the transition from plan to market. It explains why strong liberalization leads to a comparatively steep fall in output early in the transition, but a relatively strong recovery later on. Because it takes time to restructure the capital stock inherited from the old system, liberalization initially leads to transitional unemployment of capital and the contraction of the old enterprise sector. By making room quickly for the new, more efficient enterprises, however, liberalization also sets the stage for recovery and a much higher level of income in the medium term. [JEL E23, P21, P27, P52]
Book Synopsis Panel Data Econometrics by : Manuel Arellano
Download or read book Panel Data Econometrics written by Manuel Arellano and published by OUP Oxford. This book was released on 2003-06-26 with total page 244 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book, by one of the world's leading experts on dynamic panel data, presents a modern review of some of the main topics in panel data econometrics. The author concentrates on linear models, and emphasizes the roles of heterogeneity and dynamics in panel data modelling. The book combines methods and applications, so will appeal to both the academic and practitioner markets. The book is divided in four parts. Part I concerns static models, and deals with the problem of unobserved heterogeneity and how the availability of panel data helps to solve it, error component models, and error in variables in panel data. Part II looks at time series models with error components. Its chapters deal with the problem of distinguishing between unobserved heterogeneity and individual dynamics in short panels, modelling strategies of time effects, moving average models, inference from covariance structures, the specification and estimation of autoregressive models with heterogeneous intercepts, and the impact of assumptions about initial conditions and heteroskedacity on estimation. Part III examines dynamics and predeterminedness. Its two chapters consider alternative approaches to estimation from small and large T perspectives, looking at models with both strictly exogenous and lagged dependent variables allowing for autocorrelation of unknown form, models in which the errors are mean independent of current and lagged values of certain conditioning variables but not with their future values. Together Parts II and III provide a synthesis, and unified perspective, of a vast literature that has had a significant impact on recent econometric practice. Part IV reviews the main results in the theory of generalized method of moments estimation and optimal instrumental variables.
Book Synopsis Explaining Consumption by : Mr.Tamim Bayoumi
Download or read book Explaining Consumption written by Mr.Tamim Bayoumi and published by International Monetary Fund. This book was released on 1997-05-01 with total page 30 pages. Available in PDF, EPUB and Kindle. Book excerpt: A method of testing the relative importance for consumption of risk sharing behavior and changes in current income is proposed and estimated using data across Canadian provinces. The focus of the estimation is less on whether or not the risk sharing model can be rejected than on how much each of these hypotheses can contribute to explaining overall variation in consumption. Both types of behavior are found to be statistically significant, but the risk sharing model is found to explain considerably more of the growth in consumption than does changes in income.
Book Synopsis The Rational Consumer by : Robert Ernest Hall
Download or read book The Rational Consumer written by Robert Ernest Hall and published by MIT Press. This book was released on 1990 with total page 212 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Rational Consumer brings together eight articles that represent key points in the development of Robert Hall's ideas on consumption over the past two decades. Since the late 1960s, Robert Hall's research has had a significant impact on the macroeconomic study of consumer behavior. The Rational Consumer brings together eight articles that represent key points in the development of Hall's ideas on consumption over the past two decades. In his introduction, Hall puts this work into perspective, tying together his ideas and pointing to how consumer behavior should work in the future given what he has discovered.Working within the standard intertemporal models of consumption - the overlapping generations model and the infinite lifetime model - Hall's contributions to methodology have been especially important. Particularly noteworthy was his challenge to the prevalent model in which current consumption was seen as deriving from expected future income. Hall argued that consumption was, instead, based upon the actual present discounted value of future income.ContentsIntroduction - The Allocation of Wealth among the Generations of a Family that Lasts Forever - A Theory of Inheritance - The Dynamic Effects of Fiscal Policy in an Economy with Foresight - Consumption Taxes versus Income Taxes: Implications for Economic Growth - Stochastic Implications of the Life Cycle-Permanent Income Hypothesis: Theory and Evidence - The Sensitivity of Consumption to Transitory Income: Estimates from Panel Data on Households (with Frederic S. Mishkin) - Intertemporal Substitution in Consumption - Survey of Research on the Random Walk of Consumption - The Role of Consumption in Economic Fluctuations
Book Synopsis How to Measure the Fiscal Deficit by : Mr.Mario I. Bléjer
Download or read book How to Measure the Fiscal Deficit written by Mr.Mario I. Bléjer and published by International Monetary Fund. This book was released on 1991-09-15 with total page 404 pages. Available in PDF, EPUB and Kindle. Book excerpt: Fiscal policy seeks to equilibrate the public sector's financing needs with the private sector's demand for investment and a sustainable balance of payments. Correct measurement of the public sector's net use of resources is therefore an important prerequisite for managing the macroeconomy. This volume, edited by Mario I. Blejer and Adrienne Cheasty, is organized around four issues: the adequacy of summary measures of the fiscal deficit, conventional and adjusted deficits, coverage (size) of the public sector, and the public sector's intertemporal budget constraint.
Book Synopsis Advances in Econometrics: Volume 2 by : Truman F. Bewley
Download or read book Advances in Econometrics: Volume 2 written by Truman F. Bewley and published by Cambridge University Press. This book was released on 1994-11-25 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt: With its focus on econometrics, this second volume contains key papers delivered at the Fifth World Congress in 1985.
Book Synopsis Understanding Macroeconomic Theory by : Bradley T. Ewing
Download or read book Understanding Macroeconomic Theory written by Bradley T. Ewing and published by Routledge. This book was released on 2006-09-27 with total page 247 pages. Available in PDF, EPUB and Kindle. Book excerpt: At each point in time, individuals make choices with respect to the acquisition, sale, and/or use of a variety of different goods. Such activity can be summarized by aggregate variables such as an economy’s total production of various goods and services, the aggregate level of unemployment, the general level of interest rates, and the overall level of prices. The focus of this book is on developing simple theoretical models that provide insight into the reasons for fluctuations in such aggregate variables. The models included explore how shocks or ‘impulses’ to the economy (e.g. changes to technology, the money supply, or government policy) impact individuals’ behaviour in specific markets, and the resulting implications in terms of changes in aggregate variables. This book provides the reader with an in-depth understanding of standard theoretical models: Walrasian, Keynesian and Neoclassical. Pedagogically sophisticated, it is theoretically based, rigorous and includes a host of real world case studies and exercises. Underpinned by solid microfoundations, it is written in a concise, accessible style and is an indispensable tool for all students who wish to a gain a firm grounding in the complexities of macroeconomic theories as well as government and private sector researchers of macroeconomics.
Book Synopsis Handbook of Macroeconomics by : John B. Taylor
Download or read book Handbook of Macroeconomics written by John B. Taylor and published by Elsevier. This book was released on 1999-12-13 with total page 576 pages. Available in PDF, EPUB and Kindle. Book excerpt: Annotation Part 6: Financial Markets and the Macroeconomy. 19. Asset prices, consumption, and the business cycle (J.Y. Campbell). 20. Human behavior and the efficiency of the financial system (R.J. Shiller). 21. The financial accelerator in a quantitative business cycle framework (B. Bernanke, M. Gertler and S. Gilchrist). Part 7: Monetary and Fiscal Policy. 22. Political economics and macroeconomic policy (T. Persson, G. Tabellini). 23. Issues in the design of monetary policy rules (B.T. McCallum). 24. Inflation stabilization and BOP crises in developing countries (G.A. Calvo, C.A. Vegh). 25. Government debt (D.W. Elmendorf, N.G. Mankiw). 26. Optimal fiscal and monetary policy (V.V. Chari, P.J. Kehoe).
Book Synopsis Understanding Saving by : Fumio Hayashi
Download or read book Understanding Saving written by Fumio Hayashi and published by MIT Press. This book was released on 1997 with total page 532 pages. Available in PDF, EPUB and Kindle. Book excerpt: Analysis of consumption and saving decisions by households has always been one of the most active areas of research in economics--and with good reason. Private consumption is the most important component of aggregate demand in a capitalist economy, and explaining consumption is the key element in most macroeconomic forecasting models. To evaluate the effect of government policies invariably requires the knowledge of how they change parameters relevant for household decision making. Understanding Saving collects eleven papers by economist Fumio Hayashi, along with two previously unpublished chapters, for a total of thirteen chapters. The monograph, which brings together Hayashi's empirical research on saving, is divided into three sections. Part I, "Liquidity Constraints", contains five studies that test the well-known implication of the Life Cycle-Permanent Income hypothesis that households shield consumption from income fluctuations. Part II, "Risk-Sharing and Altruism", contains three papers that examine the interactions between related and unrelated households predicted by the hypothesis for the US and Japanese households. The three papers in Part III, "Japanese Saving Behavior", present the author's explanation of the high saving rate in postwar Japan.
Book Synopsis Handbook of development economics. 1 by : Hollis Chenery
Download or read book Handbook of development economics. 1 written by Hollis Chenery and published by Elsevier. This book was released on 1988 with total page 882 pages. Available in PDF, EPUB and Kindle. Book excerpt: Economics development-concepts and approaches; structural transformation; human resources and labor markets; planning and resource allocation; international aspects; country experience with development.
Author :Brajendra C. Sutradhar Publisher :Springer Science & Business Media ISBN 13 :146146871X Total Pages :224 pages Book Rating :4.4/5 (614 download)
Book Synopsis ISS-2012 Proceedings Volume On Longitudinal Data Analysis Subject to Measurement Errors, Missing Values, and/or Outliers by : Brajendra C. Sutradhar
Download or read book ISS-2012 Proceedings Volume On Longitudinal Data Analysis Subject to Measurement Errors, Missing Values, and/or Outliers written by Brajendra C. Sutradhar and published by Springer Science & Business Media. This book was released on 2013-08-13 with total page 224 pages. Available in PDF, EPUB and Kindle. Book excerpt: This proceedings volume contains nine selected papers that were presented in the International Symposium in Statistics, 2012 held at Memorial University from July 16 to 18. These nine papers cover three different areas for longitudinal data analysis, four dealing with longitudinal data subject to measurement errors, four on incomplete longitudinal data analysis, and the last one for inferences for longitudinal data subject to outliers. Unlike in the independence setup, the inferences in measurement errors, missing values, and/or outlier models, are not adequately discussed in the longitudinal setup. The papers in the present volume provide details on successes and further challenges in these three areas for longitudinal data analysis. This volume is the first outlet with current research in three important areas in the longitudinal setup. The nine papers presented in three parts clearly reveal the similarities and differences in inference techniques used for three different longitudinal setups. Because the research problems considered in this volume are encountered in many real life studies in biomedical, clinical, epidemiology, socioeconomic, econometrics, and engineering fields, the volume should be useful to the researchers including graduate students in these areas.
Book Synopsis Asymptotic Theory for Econometricians by : Halbert White
Download or read book Asymptotic Theory for Econometricians written by Halbert White and published by Academic Press. This book was released on 2014-06-28 with total page 241 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is intended to provide a somewhat more comprehensive and unified treatment of large sample theory than has been available previously and to relate the fundamental tools of asymptotic theory directly to many of the estimators of interest to econometricians. In addition, because economic data are generated in a variety of different contexts (time series, cross sections, time series--cross sections), we pay particular attention to the similarities and differences in the techniques appropriate to each of these contexts.
Book Synopsis EBOOK: Advanced Macroeconomics by : ROMER
Download or read book EBOOK: Advanced Macroeconomics written by ROMER and published by McGraw Hill. This book was released on 2018-02-22 with total page 738 pages. Available in PDF, EPUB and Kindle. Book excerpt: EBOOK: Advanced Macroeconomics
Download or read book Monthly Labor Review written by and published by . This book was released on 1987 with total page 644 pages. Available in PDF, EPUB and Kindle. Book excerpt: Publishes in-depth articles on labor subjects, current labor statistics, information about current labor contracts, and book reviews.
