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Macro And Microdata Analyses And Their Integration
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Book Synopsis Macro- and Microdata Analyses and Their Integration by : Nancy D. Ruggles
Download or read book Macro- and Microdata Analyses and Their Integration written by Nancy D. Ruggles and published by Edward Elgar Publishing. This book was released on 1999 with total page 584 pages. Available in PDF, EPUB and Kindle. Book excerpt: She is no longer an economist at Yale, but he still is. They explain how to measure and analyze macroeconomic and microeconomic data and how to integrate the two, which diverged sharply during the Great Depression and have rarely interacted since. They demonstrate macroanalysis with studies of recession and recovery in the US from 1929 to 1974, theoretical concepts and empirical measurement of saving and investment, accounting for saving and capital formation in the US from 1947 to 1991, and other cases. For microanalysis they look at a study of differential fertility based on census data, longitudinal establishment data, and other topics. For the integration of the two, they take a more methodological approach, describing such features as macroaccount and microdata sets, the relation of methodology to the technology of economic research, and measuring economic and social performance. Annotation copyrighted by Book News, Inc., Portland, OR
Book Synopsis Micro and Macro Data Integration by : Randy A. Becker
Download or read book Micro and Macro Data Integration written by Randy A. Becker and published by . This book was released on 2009 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Micro and macro data integration should be an objective of economic measurement as it is clearly advantageous to have internally consistent measurement at all levels of aggregation - firm, industry and aggregate. In spite of the apparently compelling arguments, there are few measures of business activity that achieve anything close to micro/macro data internal consistency. The measures of business activity that are arguably the worst on this dimension are capital stocks and flows. In this paper, we document, quantify and analyze the widely different approaches to the measurement of capital from the aggregate (top down) and micro (bottom up) perspectives. We find that recent developments in data collection permit improved integration of the top down and bottom up approaches. We develop a prototype hybrid method that exploits these data to improve micro/macro data internal consistency in a manner that could potentially lead to substantially improved measures of capital stocks and flows at the industry level. We also explore the properties of the micro distribution of investment. In spite of substantial data and associated measurement limitations, we show that the micro distributions of investment exhibit properties that are of interest to both micro and macro analysts of investment behavior. These findings help highlight some of the potential benefits of micro/macro data integration.
Book Synopsis OECD Framework for Statistics on the Distribution of Household Income, Consumption and Wealth by : OECD
Download or read book OECD Framework for Statistics on the Distribution of Household Income, Consumption and Wealth written by OECD and published by OECD Publishing. This book was released on 2013-06-12 with total page 236 pages. Available in PDF, EPUB and Kindle. Book excerpt: This publication presents an internationally agreed framework to support the joint analysis of micro-level statistics on household income, consumption and wealth.
Book Synopsis Statistical Matching by : Marcello D'Orazio
Download or read book Statistical Matching written by Marcello D'Orazio and published by John Wiley & Sons. This book was released on 2006-03-30 with total page 268 pages. Available in PDF, EPUB and Kindle. Book excerpt: There is more statistical data produced in today’s modern society than ever before. This data is analysed and cross-referenced for innumerable reasons. However, many data sets have no shared element and are harder to combine and therefore obtain any meaningful inference from. Statistical matching allows just that; it is the art of combining information from different sources (particularly sample surveys) that contain no common unit. In response to modern influxes of data, it is an area of rapidly growing interest and complexity. Statistical Matching: Theory and Practice introduces the basics of statistical matching, before going on to offer a detailed, up-to-date overview of the methods used and an examination of their practical applications. Presents a unified framework for both theoretical and practical aspects of statistical matching. Provides a detailed description covering all the steps needed to perform statistical matching. Contains a critical overview of the available statistical matching methods. Discusses all the major issues in detail, such as the Conditional Independence Assumption and the assessment of uncertainty. Includes numerous examples and applications, enabling the reader to apply the methods in their own work. Features an appendix detailing algorithms written in the R language. Statistical Matching: Theory and Practice presents a comprehensive exploration of an increasingly important area. Ideal for researchers in national statistics institutes and applied statisticians, it will also prove to be an invaluable text for scientists and researchers from all disciplines engaged in the multivariate analysis of data collected from different sources.
Book Synopsis Computational Statistics by : Yadolah Dodge
Download or read book Computational Statistics written by Yadolah Dodge and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 427 pages. Available in PDF, EPUB and Kindle. Book excerpt: The papers assembled in this book were presented at the biannual symposium of Inter national Association for Statistical Computing in Neuchcitel, Switzerland, in August of 1992. This congress marked the tenth such meeting from its inception in 1974 at Vienna and maintained the tradition of providing a forum for the open discussion of progress made in computer oriented statistics and the dissemination of new ideas throughout the statistical community. It was gratifying to see how well the groups of theoretical statisti cians, software developers and applied research workers were represented, whose mixing is an event made uniquely possible by this symposium. While maintaining traditions certain new features have been introduced at this con ference: there were a larger number of invited speakers; there was more commercial sponsorship and exhibition space; and a larger body of proceedings have been published. The structure of the proceedings follows a standard format: the papers have been grouped together according to a rough subject matter classification, and within topic follow an approximate aphabetical order. The papers are published in two volumes ac cording to the emphasis of the topics: volume I gives a slight leaning towards statistics and modelling, while volume II is focussed more on computation; but this is certainly only a crude distinction and the volumes have to be thought of as the result of a single en terprise.
Book Synopsis The New System of National Accounts by : John W. Kendrick
Download or read book The New System of National Accounts written by John W. Kendrick and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 458 pages. Available in PDF, EPUB and Kindle. Book excerpt: National income estimates date back to the late 17th century, but only in the half-century since the Second World War have economic accounts developed in their present form, becoming an indispensable tool for macroeconomic analysis, projections and policy formulation. Furthermore, it was in this period that the United Nations issued several versions of a system of national accounts (SNA) to make possible economic comparisons on a consistent basis. The latest version, SNA 1993, published in early 1994, occasioned this collection of essays and commentaries. The three chief objectives of the volume are: to enhance understanding of socioeconomic accounts generally and of SNA 1993 in particular; to offer a critique of SNA 1993, including constructive suggestions for future revisions of the system, making it even more useful for its national and international purposes; and to serve as a textbook, or book of readings in conjunction with SNA 1993, for courses in economic accounts.
Book Synopsis Information Modelling and Knowledge Bases XXIV by : Peter Vojtáš
Download or read book Information Modelling and Knowledge Bases XXIV written by Peter Vojtáš and published by IOS Press. This book was released on 2013-01-15 with total page 376 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the growth in our reliance on information systems and computer science information modeling and knowledge bases have become a focus for academic attention and research. The amount and complexity of information, the number of levels of abstraction and the size of databases and knowledge bases all continue to increase, and new challenges and problems arise every day.This book is part of the series Information Modelling and Knowledge Bases, which concentrates on a variety of themes such as the design and specification of information systems, software engineering and knowledge and process management.
Book Synopsis Data Analysis and Classification by : Krzysztof Jajuga
Download or read book Data Analysis and Classification written by Krzysztof Jajuga and published by Springer Nature. This book was released on 2021-06-28 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume gathers peer-reviewed contributions that address a wide range of recent developments in the methodology and applications of data analysis and classification tools in micro and macroeconomic problems. The papers were originally presented at the 29th Conference of the Section on Classification and Data Analysis of the Polish Statistical Association, SKAD 2020, held in Sopot, Poland, September 7–9, 2020. Providing a balance between methodological contributions and empirical papers, the book is divided into five parts focusing on methodology, finance, economics, social issues and applications dealing with COVID-19 data. It is aimed at a wide audience, including researchers at universities and research institutions, graduate and doctoral students, practitioners, data scientists and employees in public statistical institutions.
Book Synopsis National Accounting and Economic Policy by : Nancy D. Ruggles
Download or read book National Accounting and Economic Policy written by Nancy D. Ruggles and published by Edward Elgar Publishing. This book was released on 1999-01-01 with total page 582 pages. Available in PDF, EPUB and Kindle. Book excerpt: 'Richard Ruggles, often assisted by Nancy Ruggles, has been a major contributor to national income accounting and to the empirical study of microeconomics and macroeconomics using that and other data. He has focused on the quantitative analysis of actual economic systems in a discipline increasingly preoccupied with abstract pure conceptual models. Like the work of Simon Kuznets and others, Ruggles's analyses encompass an unusually wide range of variables.' - Warren J. Samuels, Michigan State University, US This volume reflects the pioneering contribution of Nancy and Richard Ruggles to the development of national accounts. It provides a comprehensive overview of the evolution of national accounting systems over the last 50 years.
Book Synopsis Benford’s Law and Macroeconomic Data Quality by : Mr.Jesus Gonzalez-Garcia
Download or read book Benford’s Law and Macroeconomic Data Quality written by Mr.Jesus Gonzalez-Garcia and published by International Monetary Fund. This book was released on 2009-01-01 with total page 22 pages. Available in PDF, EPUB and Kindle. Book excerpt: This paper examines the usefulness of testing the conformity of macroeconomic data with Benford's law as indicator of data quality. Most of the macroeconomic data series tested conform with Benford's law. However, questions emerge on the reliability of such tests as indicators of data quality once conformity with Benford's law is contrasted with the data quality ratings included in the data module of the Reports on the Observance of Standards and Codes (data ROSCs). Furthermore, the analysis shows that rejection of Benford's law may be unrelated to the quality of statistics, and instead may result from marked structural shifts in the data series. Hence, nonconformity with Benford's law should not be interpreted as a reliable indication of poor quality in macroeconomic data.
Book Synopsis Data Science for Economics and Finance by : Sergio Consoli
Download or read book Data Science for Economics and Finance written by Sergio Consoli and published by Springer Nature. This book was released on 2021 with total page 357 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book covers the use of data science, including advanced machine learning, big data analytics, Semantic Web technologies, natural language processing, social media analysis, time series analysis, among others, for applications in economics and finance. In addition, it shows some successful applications of advanced data science solutions used to extract new knowledge from data in order to improve economic forecasting models. The book starts with an introduction on the use of data science technologies in economics and finance and is followed by thirteen chapters showing success stories of the application of specific data science methodologies, touching on particular topics related to novel big data sources and technologies for economic analysis (e.g. social media and news); big data models leveraging on supervised/unsupervised (deep) machine learning; natural language processing to build economic and financial indicators; and forecasting and nowcasting of economic variables through time series analysis. This book is relevant to all stakeholders involved in digital and data-intensive research in economics and finance, helping them to understand the main opportunities and challenges, become familiar with the latest methodological findings, and learn how to use and evaluate the performances of novel tools and frameworks. It primarily targets data scientists and business analysts exploiting data science technologies, and it will also be a useful resource to research students in disciplines and courses related to these topics. Overall, readers will learn modern and effective data science solutions to create tangible innovations for economic and financial applications.
Book Synopsis Analysis of Microdata by : Rainer Winkelmann
Download or read book Analysis of Microdata written by Rainer Winkelmann and published by Springer. This book was released on 2010-10-19 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: The availability of microdata has increased rapidly over the last decades, and standard statistical and econometric software packages for data analysis include ever more sophisticated modeling options. The goal of this book, now initssecondedition,istofamiliarizethereaderwithawiderangeofcommonly used models, and thereby to enable her/him to become a critical consumer of current empirical research, and to properly conduct own empirical analyses. The book can be used as a textbook for an advanced undergraduate, a Master’s or a ?rst-year Ph.D. course on the topic of microdata analysis. In economicsandrelateddisciplines,suchacourseistypicallyo?eredaftera?rst course on the linear regression model. Alternatively, the book can also serve as a supplementary text to applied ?eld courses, such as those dealing with empirical analyses in labor, health or education. Finally, it might provide a useful reference for graduate students, researchers and practitioners who encounter microdata in their work. The focus of the book is on regression-type models in the context of large cross-section samples where the dependent variable is qualitative or discrete, or where the sample is not randomly drawn from the population of interest, due to censoring or truncation of the dependent variable. While our ba- groundisineconomics,andweoccasionallyrefertoproblemsandapplications fromempiricaleconomics,themodelsdiscussedinthisbookshouldbeequally relevant wherever microdata are used, inside the social sciences, including for example quantitative political science and sociology, as well as outside.
Book Synopsis Flow-of-Funds Analysis by : John C. Dawson
Download or read book Flow-of-Funds Analysis written by John C. Dawson and published by M.E. Sharpe. This book was released on 1996-06-27 with total page 778 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is a collection of articles on the flow of funds that attempts to serve as a reference guide to economists in academia, business, finance and government. Flow of funds analysis is widely used in analysis of financial institutions and markets. In fact, they were largely constructed by the Federal Reserve and other central banks and were the foundations for defining and measuring the various concepts of the monetary aggragates used as key targets by central banks in carrying out monetary policy. The book brings together the scattered articles on the subject and should be useful as a research guide and teaching source.
Book Synopsis Invariant Probabilities of Markov-Feller Operators and Their Supports by : Radu Zaharopol
Download or read book Invariant Probabilities of Markov-Feller Operators and Their Supports written by Radu Zaharopol and published by Springer Science & Business Media. This book was released on 2005-01-28 with total page 1008 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers invariant probabilities for a large class of discrete-time homogeneous Markov processes known as Feller processes. These Feller processes appear in the study of iterated function systems with probabilities, convolution operators, and certain time series. From the reviews: "A very useful reference for researchers wishing to enter the area of stationary Markov processes both from a probabilistic and a dynamical point of view." --MONATSHEFTE FÜR MATHEMATIK
Book Synopsis 2021 Financial Sector Assessment Program Review—Towards A More Stable And Sustainable Financial System by : International Monetary
Download or read book 2021 Financial Sector Assessment Program Review—Towards A More Stable And Sustainable Financial System written by International Monetary and published by International Monetary Fund. This book was released on 2021-05-28 with total page 74 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Financial Sector Assessment Program (FSAP) Provides In-Depth Assessments Of Financial Sectors. FSAPs Are Usually Conducted Jointly With The World Bank In Emerging Market And Developing Economies And By The Fund Alone In Advanced Economies. Fsaps Provide Valuable Analysis And Policy Recommendations For Surveillance And Capacity Development. Since The Program’s Inception, 157 Fund Members Have Undergone Individual Or Regional Fsaps. In Recent Years, The Fund Has Been Conducting 12–14 Fsaps Per Year At A Cost Of About 3 Percent Of The Fund’s Direct Spending.
Book Synopsis Building on Progress by : German Data Forum
Download or read book Building on Progress written by German Data Forum and published by Verlag Barbara Budrich. This book was released on 2011-02-09 with total page 1248 pages. Available in PDF, EPUB and Kindle. Book excerpt: This publication provides a comprehensive compendium of the current state of Germany’s research infrastructure in the social, economic, and behavioural sciences. In addition, the book presents detailed discussions of the current needs of empirical researchers in these fields as well as of opportunities for future development. The importance of solid data for both public policy and the social and economic sciences is obvious. Today, empirical research is essential in finding solutions to many of the major challenges our society faces, such as environmental change, turbulent financial markets, and population growth. Based on 68 advisory reports by more than 100 internationally recognised authors from a wide range of fields, the book provides recommendations by the German Data Forum (RatSWD) on how to improve the research infrastructure so as to create conditions ideal for making Germany’s social, economic, and behavioural sciences more innovative and internationally competitive.
Book Synopsis The Government Analytics Handbook by : Daniel Rogger
Download or read book The Government Analytics Handbook written by Daniel Rogger and published by World Bank Publications. This book was released on 2023-10-20 with total page 1197 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Government Analytics Handbook presents frontier evidence and practitioner insights on how to leverage data to strengthen public administration. Covering a range of microdata sources—such as administrative data and public servant surveys—as well as tools and resources for undertaking the analytics, it transforms the ability of governments to take a data-informed approach to diagnose and improve how public organizations work. Readers can order the book as a single volume in print or digital formats, or visit worldbank.org/governmentanalytics for modular access and additional hands-on tools. The Handbook is a must-have for practitioners, policy makers, academics, and government agencies. “Governments have long been assessed using aggregate governance indicators, giving us little insight into their diversity and how they can practically be improved. This pioneering handbook shows how microdata can be used to give scholars and practitioners granular and real insights into how states work, and practical guidance on the process of state-building.†? —Francis Fukuyama, Stanford University, author of State-Building: Governance and World Order in the 21st Century “The Government Analytics Handbook is the most comprehensive work on practically building government administration I have ever seen, helping practitioners to change public administration for the better.†? —Francisco Gaetani, Special Secretary for State Transformation, Government of Brazil “The machinery of the state is central to a country’s prosperity. This handbook provides insights and methodological tools for creating a better shared understanding of the realities of a state, to support the redesign of institutions, and improve the quality of public administration.†? —James Robinson, University of Chicago, coauthor of Why Nations Fail
